From ff8a814bcd4b9cd39e6627bec13d2bdfb5cbaa4d Mon Sep 17 00:00:00 2001 From: Rohe Date: Tue, 3 Jan 2023 14:42:58 -0700 Subject: [PATCH 01/10] Added showcase and some changes --- README.rst | 2 +- docs/source/bibliography.rst | 4 + docs/source/images/Showcase_Beam_CMIF.png | Bin 0 -> 34993 bytes .../Showcase_Beam_Combined_Coordinates.png | Bin 0 -> 76551 bytes ...Showcase_Beam_Combined_System_Matrices.png | Bin 0 -> 66877 bytes .../images/Showcase_Beam_Constrained_FRF.png | Bin 0 -> 30019 bytes .../images/Showcase_Beam_Coordinates.png | Bin 0 -> 40837 bytes .../Showcase_Beam_Coordinates_Zoomed.png | Bin 0 -> 83490 bytes ...owcase_Beam_Deflection_Shape_Plotter_1.png | Bin 0 -> 29869 bytes ...owcase_Beam_Deflection_Shape_Plotter_2.png | Bin 0 -> 34692 bytes .../images/Showcase_Beam_Drive_FRFs.png | Bin 0 -> 54494 bytes .../Showcase_Beam_Drive_FRFs_Closeup.png | Bin 0 -> 34352 bytes .../images/Showcase_Beam_Excitation_DoFs.png | Bin 0 -> 10107 bytes .../images/Showcase_Beam_FBS_Results.png 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.../images/Showcase_Beam_SMAC_ShapesEval.png | Bin 0 -> 27130 bytes .../Showcase_Beam_Shape_Plotter_Overview.png | Bin 0 -> 18979 bytes .../images/Showcase_Beam_System_Matrices.png | Bin 0 -> 53675 bytes .../images/Showcase_Beam_Transformation.png | Bin 0 -> 20882 bytes .../images/Showcase_Time_History_Demo.png | Bin 0 -> 42221 bytes docs/source/images/Thumbs.db | Bin 0 -> 150528 bytes docs/source/index.rst | 4 +- docs/source/main.bib | 23 + docs/source/sdynpy_showcase.rst | 3204 +++++++++++++++++ docs/source/usage.rst | 6 +- src/sdynpy/__init__.py | 2 +- src/sdynpy/core/sdynpy_geometry.py | 2 - src/sdynpy/core/sdynpy_system.py | 28 +- src/sdynpy/fileio/sdynpy_vic.py | 43 +- .../modal/sdynpy_signal_processing_gui.py | 14 +- src/sdynpy/signal_processing/__init__.py | 1 + .../signal_processing/sdynpy_correlation.py | 23 +- .../sdynpy_geometry_fitting.py | 127 + tests/coordinate_test.py | 13 +- tests/geometry_test.py | 17 + 78 files changed, 3472 insertions(+), 41 deletions(-) create mode 100644 docs/source/bibliography.rst create mode 100644 docs/source/images/Showcase_Beam_CMIF.png create mode 100644 docs/source/images/Showcase_Beam_Combined_Coordinates.png create mode 100644 docs/source/images/Showcase_Beam_Combined_System_Matrices.png create mode 100644 docs/source/images/Showcase_Beam_Constrained_FRF.png create mode 100644 docs/source/images/Showcase_Beam_Coordinates.png create mode 100644 docs/source/images/Showcase_Beam_Coordinates_Zoomed.png create mode 100644 docs/source/images/Showcase_Beam_Deflection_Shape_Plotter_1.png create mode 100644 docs/source/images/Showcase_Beam_Deflection_Shape_Plotter_2.png create mode 100644 docs/source/images/Showcase_Beam_Drive_FRFs.png create mode 100644 docs/source/images/Showcase_Beam_Drive_FRFs_Closeup.png create mode 100644 docs/source/images/Showcase_Beam_Excitation_DoFs.png create mode 100644 docs/source/images/Showcase_Beam_FBS_Results.png create mode 100644 docs/source/images/Showcase_Beam_GUIPlot_FRFs.png create mode 100644 docs/source/images/Showcase_Beam_Geometry.png create mode 100644 docs/source/images/Showcase_Beam_Geometry_2.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Computed.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Functions.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Overlap.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_References_Selected.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Sampling_Set.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Start_Time.png create mode 100644 docs/source/images/Showcase_Beam_Initial_SPGUI_Window.png create mode 100644 docs/source/images/Showcase_Beam_Labelled_Coordinates.png create mode 100644 docs/source/images/Showcase_Beam_MAC.png create mode 100644 docs/source/images/Showcase_Beam_MMIF.png create mode 100644 docs/source/images/Showcase_Beam_Modal_System_Matrices.png create mode 100644 docs/source/images/Showcase_Beam_Mode_Animation.gif create mode 100644 docs/source/images/Showcase_Beam_Mode_Animation_From_Polypy.gif create mode 100644 docs/source/images/Showcase_Beam_Mode_Combined_Unconstrained_Animation_1.gif create mode 100644 docs/source/images/Showcase_Beam_Mode_Combined_Unconstrained_Animation_2.gif create mode 100644 docs/source/images/Showcase_Beam_Mode_Comparison_Animation.gif create mode 100644 docs/source/images/Showcase_Beam_Mode_Constrained_Animation.gif create mode 100644 docs/source/images/Showcase_Beam_NMIF.png create mode 100644 docs/source/images/Showcase_Beam_Plot_Transient.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Initial.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_1.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_1_Initial_Stability.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_1_Resynth.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_1_Stability.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_2.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_2_Resynth.png create mode 100644 docs/source/images/Showcase_Beam_PolyPy_Region_2_Stability.png create mode 100644 docs/source/images/Showcase_Beam_Random_Excitation.png create mode 100644 docs/source/images/Showcase_Beam_Response_DoFs.png create mode 100644 docs/source/images/Showcase_Beam_Response_GUIPlot.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AddRoot_Converged.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AddRoot_FreqRange_Lin.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AddRoot_FreqRange_Log.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AddRoot_Initial.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AddedRoot.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_AutofitRoots.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_CorrCoef.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_InitialRootlist.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_Pseudoinverse.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_Resynth.png create mode 100644 docs/source/images/Showcase_Beam_SMAC_ShapesEval.png create mode 100644 docs/source/images/Showcase_Beam_Shape_Plotter_Overview.png create mode 100644 docs/source/images/Showcase_Beam_System_Matrices.png create mode 100644 docs/source/images/Showcase_Beam_Transformation.png create mode 100644 docs/source/images/Showcase_Time_History_Demo.png create mode 100644 docs/source/images/Thumbs.db create mode 100644 docs/source/sdynpy_showcase.rst create mode 100644 src/sdynpy/signal_processing/sdynpy_geometry_fitting.py diff --git a/README.rst b/README.rst index 429bcf7..80471bd 100644 --- a/README.rst +++ b/README.rst @@ -15,7 +15,7 @@ Information - `Documentation `_ - `Project `_ - `Releases `_ -- `Tutorial `_ +- `Tutorial `_ .. 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Hensley and Randy L. Mayes}, + booktitle = {Proceedings of the 24th {I}nternational {M}odal {A}nalysis {C}onference}, + title = {Extending {SMAC} to Multiple Reference {FRF}s}, + year = {2006}, + address = {St. Louis, Missouri}, + month = jan, + pages = {220-230}, + sandnumber = {SAND2005-6575C}, + timestamp = {2019.03.07}, +} \ No newline at end of file diff --git a/docs/source/sdynpy_showcase.rst b/docs/source/sdynpy_showcase.rst new file mode 100644 index 0000000..44cc951 --- /dev/null +++ b/docs/source/sdynpy_showcase.rst @@ -0,0 +1,3204 @@ +SDynPy Showcase +=============== + +This document will demonstrate the Structural Dynamics capabilities in SDynPy, +from the basics such as computing mode shapes, to complex analyses such as +substructuring. + +.. contents:: + +Imports +------- + +In order to use SDynPy, we will need to import it into our Python script. We +will alias ``sdynpy`` as ``sdpy`` to make it somewhat shorter to type. + +We will also import ``numpy`` and ``matplotlib`` for numerics and 2D plotting, +respectively. + +.. code-block:: python + + import sdynpy as sdpy # For Structural Dynamics + import numpy as np # For Numerics + import matplotlib.pyplot as plt # For 2D Plotting + +Creating a Simple Beam Model +---------------------------- + +In structural dynamics, beams are the classic academic structure, so we will +start with one here. We will create a beam using the +:py:func:`sdpy.System.beam` class method, +which returns a +:py:class:`System` object as well as a +:py:class:`Geometry` object representing the +beam. The beam will be 20 cm x 1 cm x 0.5 cm and made out of steel. + +.. code-block:: python + + system,geometry = sdpy.System.beam( + length = 0.2, # Meters + width = 0.01, # Meters + height = 0.005, # Meters + num_nodes = 21, + material='steel') + +Geometry in SDynPy +------------------ + +We will first explore the +:py:class:`geometry` object that was +created by the previous method. Typing ``geometry`` into the Python console +after running the previous method will print a representation of the geometry +object. + +.. code-block:: console + + In [1]: geometry + Out[1]: + Node + Index, ID, X, Y, Z, DefCS, DisCS + (0,), 1, 0.000, 0.000, 0.000, 1, 1 + (1,), 2, 0.010, 0.000, 0.000, 1, 1 + (2,), 3, 0.020, 0.000, 0.000, 1, 1 + (3,), 4, 0.030, 0.000, 0.000, 1, 1 + (4,), 5, 0.040, 0.000, 0.000, 1, 1 + (5,), 6, 0.050, 0.000, 0.000, 1, 1 + (6,), 7, 0.060, 0.000, 0.000, 1, 1 + (7,), 8, 0.070, 0.000, 0.000, 1, 1 + (8,), 9, 0.080, 0.000, 0.000, 1, 1 + (9,), 10, 0.090, 0.000, 0.000, 1, 1 + (10,), 11, 0.100, 0.000, 0.000, 1, 1 + (11,), 12, 0.110, 0.000, 0.000, 1, 1 + (12,), 13, 0.120, 0.000, 0.000, 1, 1 + (13,), 14, 0.130, 0.000, 0.000, 1, 1 + (14,), 15, 0.140, 0.000, 0.000, 1, 1 + (15,), 16, 0.150, 0.000, 0.000, 1, 1 + (16,), 17, 0.160, 0.000, 0.000, 1, 1 + (17,), 18, 0.170, 0.000, 0.000, 1, 1 + (18,), 19, 0.180, 0.000, 0.000, 1, 1 + (19,), 20, 0.190, 0.000, 0.000, 1, 1 + (20,), 21, 0.200, 0.000, 0.000, 1, 1 + + Coordinate_system + Index, ID, Name, Color, Type + (0,), 1, , 1, Cartesian + + Traceline + Index, ID, Description, Color, # Nodes + (0,), 1, , 1, 21 + + Element + Index, ID, Type, Color, # Nodes + ----------- Empty ------------- + +Here we see there are four "sections" of a +:py:class:`geometry` object. These are + + 1. Nodes -- define the positions of points in space as well as assigning + coordinate systems to those points in space + 2. Coordinate Systems -- define various coordinate systems in the model, + which could be used for defining node positions or defining the + displacement directions of nodes + 3. Tracelines -- define 1D connections between nodes that are used to aid in + visualizing the geometry + 4. Elements -- define 2D or 3D connections between nodes that are used to + aid in visualizing the geometry. + +The present ``geometry`` has 21 nodes, 1 coordinate system, 1 traceline +containing 21 nodes, and no elements. We can access the different sections of +the geometry by accessing the ``node``, ``coordinate_system``, ``traceline``, +or ``element`` attributes of the object, for example: + +.. code-block:: console + + In [2]: geometry.node + Out[2]: + Index, ID, X, Y, Z, DefCS, DisCS + (0,), 1, 0.000, 0.000, 0.000, 1, 1 + (1,), 2, 0.010, 0.000, 0.000, 1, 1 + (2,), 3, 0.020, 0.000, 0.000, 1, 1 + (3,), 4, 0.030, 0.000, 0.000, 1, 1 + (4,), 5, 0.040, 0.000, 0.000, 1, 1 + (5,), 6, 0.050, 0.000, 0.000, 1, 1 + (6,), 7, 0.060, 0.000, 0.000, 1, 1 + (7,), 8, 0.070, 0.000, 0.000, 1, 1 + (8,), 9, 0.080, 0.000, 0.000, 1, 1 + (9,), 10, 0.090, 0.000, 0.000, 1, 1 + (10,), 11, 0.100, 0.000, 0.000, 1, 1 + (11,), 12, 0.110, 0.000, 0.000, 1, 1 + (12,), 13, 0.120, 0.000, 0.000, 1, 1 + (13,), 14, 0.130, 0.000, 0.000, 1, 1 + (14,), 15, 0.140, 0.000, 0.000, 1, 1 + (15,), 16, 0.150, 0.000, 0.000, 1, 1 + (16,), 17, 0.160, 0.000, 0.000, 1, 1 + (17,), 18, 0.170, 0.000, 0.000, 1, 1 + (18,), 19, 0.180, 0.000, 0.000, 1, 1 + (19,), 20, 0.190, 0.000, 0.000, 1, 1 + (20,), 21, 0.200, 0.000, 0.000, 1, 1 + +Nodes +^^^^^ + +We will start by exploring the nodes of the geometry, which are stored as a +:py:class:`NodeArray` object revealed by +``geometry.node``. The +:py:class:`NodeArray` class is a subclass of +:py:class:`SdynpyArray`, which is +itself a subclass of NumPy's +`ndarray `_. +All subclasses of :py:class:`SdynpyArray` +can therefore take advantage of NumPy functions such as ``intersect1d``, +``unique``, or ``concatenate`` and also handle indexing and broadcasting +identically to the NumPy ``ndarray``. + +Subclasses of :py:class:`SdynpyArray` +store their data internally as a structured array variant of the ``ndarray``. +This allows multiple data fields to be stored within each entry of the array. +For example, the above has 21 nodes, and each node has an identification number, +a position in space, and other information defined information defined. +However, as an alternative to accessing the field data using the syntax +``array['fieldname']``, +:py:class:`SdynpyArray` allows accessing +the fields as if they were attributes using the syntax ``array.fieldname``. +Many integrated development environments will not recognize these added attributes +so all :py:class:`SdynpyArray` subclasses +have a :py:attr:`fields` +attribute that lists the fields stored in the array that can be accessed. + +Returning to the +:py:class:`geometry.node`, we can +identify the fields in the object using the command + +.. code-block:: console + + In [3]: geometry.node.fields + Out[3]: ('id', 'coordinate', 'color', 'def_cs', 'disp_cs') + +Here we see the five fields of the +:py:class:`NodeArray` object. We can +obtain even more information about the shape and type of each of these fields +using the ``dtype`` attribute, which is inherited from NumPy's ``ndarray``. + +.. code-block:: console + + In [4]: geometry.node.dtype + Out[4]: dtype([('id', '` +subclass. For example, if we compare the shape of the ``geometry.node`` array +to the ``geometry.node.coordinate`` array, we will see that the shapes are +identical except for the appending of the length-3 extra dimension on the +latter array. Here the ``shape`` attribute is also an attribute inherited +from NumPy's ``ndarray``. + +.. code-block:: console + + In [5]: geometry.node.shape + Out[5]: (21,) + + In [6]: geometry.node.coordinate.shape + Out[6]: (21, 3) + +We see that the shape of our ``geometry.node`` array is 21, meaning the +geometry we are examining has that many nodes. We then see that the shape of +our ``geometry.node.coordinate`` array is 21 x 3, showing that there are +three coordinate values for each of the 21 nodes. + +Coordinate Systems +^^^^^^^^^^^^^^^^^^ + +Coordinate systems in the +:py:class:`Geometry` object are stored +in a +:py:class:`CoordinateSystemArray` +object that can be accessed by ``geometry.coordinate_system``. We will again +explore the fields of the +:py:class:`CoordinateSystemArray` +using the ``dtype``. + +.. code-block:: console + + In [7]: geometry.coordinate_system.dtype + Out[7]: dtype([('id', '` object we +previously explored. We now have another integer field ``cs_type`` which +stores the type of coordinate system (0 - cartesian, 1 - cylindrical, +2 - spherical) in a 16-bit unsigned integer field. We also have a ``name`` +field, which stores a name of the coordinate system in a string of less than +40 characters. Finally, there is the coordinate system's transformation matrix, +stored in the ``matrix`` field, which is stored in a 4 x 3 array of 64-bit +floating point numbers. Again, recall the shape of the fields are appended to +the shape of the base object, so comparing the shape of the +:py:class:`CoordinateSystemArray` +to the shape of its ``matrix`` field, we will see that the latter has 2 extra +dimensions of length 4 and 3. + +.. code-block:: console + + In [8]: geometry.coordinate_system.shape + Out[8]: (1,) + + In [9]: geometry.coordinate_system.matrix.shape + Out[9]: (1, 4, 3) + +In SDynPy, the upper 3 rows of the +:py:class:`CoordinateSystemArray's` +``matrix`` field represent a rotation matrix, whereas the last row represents a +translation vector. The translation vector specifies the origin of the +coordinate system, and the rows of the rotation matrix represent the local +coordinate system directions. + +Elements +^^^^^^^^ + +Elements in the +:py:class:`Geometry` are stored in an +:py:class:`ElementArray` object, which +can be accessed using the ``geometry.element`` attribute. The fields of this +object are + +.. code-block:: console + + In [10]: geometry.element.dtype + Out[10]: dtype([('id', '` and +:py:class:`CoordinateSystemArray` +objects, the :py:class:`ElementArray` +object also has ``id`` and ``color`` fields. Each element also has a ``type`` +field, which is an 8-bit unsigned integer representing the element type as +defined by the universal file format dataset 2412. Finally, the element +``connectivity`` field is stored as an object array, where each entry in the +element array is a NumPy ``ndarray`` with length equal to the number of nodes +in the element. This construction is necessary as each element might have a +different number of nodes, so a single array of fixed size is not possible. + +The current geometry has no elements associated with it, so if we compute its +shape, we will find that it has length zero. + +.. code-block:: console + + In [11]: geometry.element.shape + Out[11]: (0,) + +Tracelines +^^^^^^^^^^ + +The final visualization tool in the +:py:class:`Geometry` object is the +:py:class:`TracelineArray`, +which represents a line connecting nodes in the geometry. The fields of the +:py:class:`TracelineArray` object +are + +.. code-block:: console + + In [12]: geometry.traceline.dtype + Out[12]: dtype([('id', '` objects +have ``id`` and ``color``, and like the +:py:class:`ElementArray` object, it +has a ``connectivity`` array that specifies the node IDs to connect with a +line. The ``description`` field stores a name or description of each item in +the :py:class:`TracelineArray` as +a string with less than 40 characters. + +The present geometry has single traceline that connects all of the nodes in the +model. Note that due to how object arrays are used in NumPy, investigating the +shape of the ``connectivity`` field will not immediately tell the user how many +nodes are in each connectivity array, but will rather just return the shape of +the :py:class:`TracelineArray` +itself (note the dtype definition previously, where the ``connectivity`` field +has no additional shape associated with it). However, if we actually index into +a single connectivity array, we can then see how big it is. + +.. code-block:: console + + In [13]: geometry.traceline.connectivity.shape + Out[13]: (1,) + + In [14]: geometry.traceline.connectivity[0].shape + Out[14]: (21,) + +The entries in the connectivity array will determine how the nodes are +connected. We see here that the traceline connects each node together from 1 +to 21. Note that a ``0`` entry in a traceline array is equivalent to a line +break; the line will stop at the previous node and resume at the next node, +leaving a gap. Discontinuous lines may also be constructed using multiple +tracelines. + +.. code-block:: console + + In [15]: geometry.traceline.connectivity[0] + Out[15]: + array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, + 18, 19, 20, 21]) + +Plotting Geometry +^^^^^^^^^^^^^^^^^ + +While it can be illustrative to examine the underlying data in a +:py:class:`Geometry` object, the more +intuitive view is gained by plotting the +:py:class:`Geometry` object. SDynPy can +produce a 3D interactive representation of the +:py:class:`Geometry` object by calling its +:py:func:`plot` method. + +.. code-block:: python + + geometry.plot() + +.. figure:: images/Showcase_Beam_Geometry.png + :width: 600 + :alt: beam geometry + :align: center + :figclass: align-center + + Geometry of the Beam + +Systems in SDynPy +----------------- + +The :py:class:`System` object is designed to +store the mass, stiffness, and damping matrices associated with a dynamic +system. These are stored in the ``mass``, ``stiffness``, and ``damping`` +attributes of the :py:class:`System` object. + +Typing ``system`` into the into the Python console will report the number of +the degrees of freedom in the system. + +.. code-block:: console + + In [16]: system + Out[16]: System with 126 DoFs (126 internal DoFs) + +We can plot the system matrices to see the element connectivity. Each matrix +should have numbers of rows and columns equal to the reported number of internal +degrees of freedom, which will be 126 for this + +.. code-block:: python + + # Create the figure and axes + fig,ax = plt.subplots(1,3,sharex=True,sharey=True,num='System Matrices', + figsize=(12,3)) + # Plot the matrices + mimg = ax[0].imshow(system.mass) + dimg = ax[1].imshow(system.damping) + simg = ax[2].imshow(system.stiffness) + # Add colorbar + plt.colorbar(mimg,ax=ax[0]) + plt.colorbar(dimg,ax=ax[1]) + plt.colorbar(simg,ax=ax[2]) + # Label each plot + ax[0].set_title('Mass') + ax[1].set_title('Damping') + ax[2].set_title('Stiffness') + # Set to tight layout + fig.tight_layout() + +.. figure:: images/Showcase_Beam_System_Matrices.png + :width: 600 + :alt: System matrices + :align: center + :figclass: align-center + + Mass, Stiffness, and Damping matrices for the ``system`` object. + +Note that due to the system deriving from a finite element model, the damping +is zero. + +In addition to the ``mass``, ``stiffness``, and ``damping`` matrices, SDynPy +:py:class:`System` objects also track +transformations between internal state degrees of freedom, as well as which +degrees of freedom are associated with rows and columns of the matrices. + +For the current ``system`` object, the transformation, accessed using the +``system.transformation`` attribute, is the identity matrix. +This is because the system matrices are already represented in physical +coordinates. + +.. code-block:: python + + # Create the figure and axes + fig,ax = plt.subplots(1,1,sharex=True,sharey=True,num='System Transformation', + figsize=(4,3.5)) + # Plot the matrices + timg = ax.imshow(system.transformation) + # Add colorbar + plt.colorbar(timg,ax=ax) + # Label each plot + ax.set_title('Transformation') + # Set to tight layout + fig.tight_layout() + +.. figure:: images/Showcase_Beam_Transformation.png + :width: 300 + :alt: System matrices + :align: center + :figclass: align-center + + Transformation matrix for the ``system`` object. + +The degrees of freedom corresponding to the rows and columns of the system +matrices can be accessed using the ``system.coordinate`` attribute. This +provides a :py:class:`CoordinateArray` +object containing the degrees of freedom (node and local direction). + +.. code-block:: console + + In [17]: system.coordinate + Out[17]: + coordinate_array(string_array= + array(['1X+', '1Y+', '1Z+', '1RX+', '1RY+', '1RZ+', '2X+', '2Y+', '2Z+', + '2RX+', '2RY+', '2RZ+', '3X+', '3Y+', '3Z+', '3RX+', '3RY+', + '3RZ+', '4X+', '4Y+', '4Z+', '4RX+', '4RY+', '4RZ+', '5X+', '5Y+', + '5Z+', '5RX+', '5RY+', '5RZ+', '6X+', '6Y+', '6Z+', '6RX+', '6RY+', + '6RZ+', '7X+', '7Y+', '7Z+', '7RX+', '7RY+', '7RZ+', '8X+', '8Y+', + '8Z+', '8RX+', '8RY+', '8RZ+', '9X+', '9Y+', '9Z+', '9RX+', '9RY+', + '9RZ+', '10X+', '10Y+', '10Z+', '10RX+', '10RY+', '10RZ+', '11X+', + '11Y+', '11Z+', '11RX+', '11RY+', '11RZ+', '12X+', '12Y+', '12Z+', + '12RX+', '12RY+', '12RZ+', '13X+', '13Y+', '13Z+', '13RX+', + '13RY+', '13RZ+', '14X+', '14Y+', '14Z+', '14RX+', '14RY+', + '14RZ+', '15X+', '15Y+', '15Z+', '15RX+', '15RY+', '15RZ+', '16X+', + '16Y+', '16Z+', '16RX+', '16RY+', '16RZ+', '17X+', '17Y+', '17Z+', + '17RX+', '17RY+', '17RZ+', '18X+', '18Y+', '18Z+', '18RX+', + '18RY+', '18RZ+', '19X+', '19Y+', '19Z+', '19RX+', '19RY+', + '19RZ+', '20X+', '20Y+', '20Z+', '20RX+', '20RY+', '20RZ+', '21X+', + '21Y+', '21Z+', '21RX+', '21RY+', '21RZ+'], dtype='` +object. We can examine the data type of the +:py:class:`CoordinateArray` +to see that it contains fields for a 64-bit unsigned integer as the ``node`` +field and an 8-bit signed integer for the ``direction`` field. + +.. code-block:: console + + In [18]: system.coordinate.dtype + Out[18]: dtype([('node', '` +objects store the direction as an integer with encoding: + ++------------+------------------+ +|Direction | Integer Encoding | ++============+==================+ +| X+ | 1 | ++------------+------------------+ +| Y+ | 2 | ++------------+------------------+ +| Z+ | 3 | ++------------+------------------+ +| RX+ | 4 | ++------------+------------------+ +| RY+ | 5 | ++------------+------------------+ +| RZ+ | 6 | ++------------+------------------+ +| X- | -1 | ++------------+------------------+ +| Y- | -2 | ++------------+------------------+ +| Z- | -3 | ++------------+------------------+ +| RX- | -4 | ++------------+------------------+ +| RY- | -5 | ++------------+------------------+ +| RZ- | -6 | ++------------+------------------+ +| None | 0 | ++------------+------------------+ + +Note that the directions with ``R`` are rotations about the respective axis. + +When we want to examine +:py:class:`CoordinateArray` +objects, the integer directions are typically transformed into the more +readable direction strings shown in the first column of the above table. For +example, if we type a +:py:class:`CoordinateArray` object +into the console, the representation of the +object displays the string array version of the coordinates, as shown above. + +From the above, we can see that the +:py:class:`System` we just created +contains a degree of freedom for each of the positive X, Y, Z translations and +each of the positive X, Y, Z rotations each node. + +Many SDynPy objects allow indexing with a +:py:class:`CoordinateArray` +object to automatically handle the bookkeeping aspect of selecting the right +data for each coordinate. + +Plotting Coordinates +^^^^^^^^^^^^^^^^^^^^ + +At this point, we would like to plot our coordinates on top of our geometry. +For this we use the +:py:func:`plot_coordinate` +method of the :py:class:`Geometry` object. + +.. code-block:: python + + geometry.plot_coordinate(system.coordinate,arrow_scale=0.02) + +Note that due to the density of the mesh, we had to make the ``arrow_scale`` +smaller than the default, otherwise the arrows would overlap. + +.. figure:: images/Showcase_Beam_Coordinates.png + :width: 600 + :alt: beam coordinates + :align: center + :figclass: align-center + + Coordinates defined on the beam. + +If we zoom into the coordinate systems on the figure, we see more clearly that +there are rotations and translations defined at each node. + +.. figure:: images/Showcase_Beam_Coordinates_Zoomed.png + :width: 600 + :alt: beam coordinates zoomed + :align: center + :figclass: align-center + + Zoom of coordinates defined on the beam. + +Computing Modes of the System +----------------------------- + +With mass, stiffness, and damping matrices, there are several types of +structural dynamics analyses that could be performed. One popular analysis +that is performed in structural dynamics is modal analysis. In this type of +analysis, we will compute the +`Generalized Eigensolution `_ +of the mass and stiffness matrices. While we could extract these matrices from +the :py:class:`System` object and perform +the eigensolution using a linear algebra package such as that in SciPy, we can +instead use the :py:func:`System.eigensolution` +method to compute the modes and handle all of the bookkeeping. This method +accepts arguments to determine which modes to compute. For example, we can +easily compute all modes below a certain frequency (say 4000 Hz). + +.. code-block:: python + + shapes = system.eigensolution(maximum_frequency=4000) + +This produces a :py:class:`ShapeArray` +object, which is used by SDynPy to represent mode shapes and deflection shapes. + +We can type the variable name ``shapes`` into the Python console to see more +information about the mode shapes. + +.. code-block:: console + + In [19]: shapes + Out[19]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0153, 0.0000%, 126 + (4,), 0.0153, 0.0000%, 126 + (5,), 0.0153, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Here we see there were 11 modes below 4000 Hz. 6 of the modes are rigid body +modes, with natural frequency of approximately 0 Hz. 5 of the modes are elastic +modes. Each of the modes has 0% damping (due to the damping matrix being equal +to the zero matrix), and each mode has 126 degrees of freedom. + +Shapes +^^^^^^ + +At this point, it is useful to explore briefly the +:py:class:`ShapeArray` object in the +Python console. The data type of the object is: + +.. code-block:: console + + In [20]: shapes.dtype + Out[20]: dtype([('frequency', '` objects can change +depending on what type of shape and how many degrees of freedom are in the +shape. ``frequency`` and ``damping`` fields are stored as 64-bit floating +point numbers with one value per entry in the +:py:class:`ShapeArray`. ``modal_mass`` +is also stored in the present +:py:class:`ShapeArray`, but if the shape +is complex, then the modal mass might also be complex. The ``shape_matrix`` +field holds the underlying shape data. It has one entry for every degree of +freedom in the shape, and is represented by a floating point number for +normal modes or a complex number for complex modes. Similarly, the +``coordinate`` field identifies which degree of freedom belongs to which entry +in the ``shape_matrix`` field. The ``coordinate`` field stores data as +:py:class:`CoordinateArray` +objects, and thus has the same data type as +:py:class:`CoordinateArray`. +Finally, there are five fields available for comments, which store string data +up to 80 characters which can be used to store any data the user feels is +relevant to the analysis. + +One thing to note is that the ``shape_matrix`` field, due to the dimension of +the field being appended at the end of the array, will be transposed from the +typical representation of a mode shape matrix (degrees of freedom as rows and +mode indices as columns). The ``shape_matrix`` field will instead have the +shape of the :py:class:`ShapeArray` +object itself as its first dimensions, and then the size of the ``coordinate`` +field as its last dimension. + +.. code-block:: console + + In [21]: shapes.shape + Out[21]: (11,) + + In [22]: shapes.shape_matrix.shape + Out[22]: (11, 126) + +To access the mode shape matrix in a more familiar format, users can instead +access the ``modeshape`` attribute of the +:py:class:`ShapeArray` object. This will +be identical data to the ``shape_matrix`` field, except it will have the last +two dimensions of the array transposed. For a 1D array of shapes, this will +produce a modeshape matrix with degrees of freedom indices as the rows of the +matrix and mode indices as the columns of the matrix. + +.. code-block:: console + + In [23]: shapes.modeshape.shape + Out[23]: (126, 11) + +Plotting Shapes +^^^^^^^^^^^^^^^ + +While it may be useful to access the raw mode shape data in matrix form, the most +intutive view of the shapes is often obtained when the shapes are plotted on +the geometry. This is easily done in SDynPy by using the +:py:func:`plot_shape` method of the +:py:class:`Geometry` object, and passing +the :py:class:`ShapeArray` object as the +argument. + +.. code-block:: python + + geometry.plot_shape(shapes) + +This will bring up the shape plotter window, shown below. + +.. figure:: images/Showcase_Beam_Shape_Plotter_Overview.png + :width: 600 + :alt: shape plotter window + :align: center + :figclass: align-center + + Shape Plotter window that appears when modes are plotted on the geometry. + +The Shape Plotter window is an interactive, animated 3D plot that allows users +to visualize the mode shapes of the system. We will briefly highlight some of +the key features of this tool. + +The ``File`` menu contains tools for saving images from the window. The +``Take Screenshot`` action allows saving an image of the current window. The +``Save Animation`` action will save an animated GIF of the shape from the +current view. + +The ``View`` menu contains tools for adjusting the view of the window, as well +as plotting utility widgets. The ``Camera`` ``Toggle Parallel Projection`` +action will switch between perspective and parallel camera projections. A +small coordinate axis triad can be plotted by displaying the +``Orientation Marker``, and labelled axes can be plotted by selecting +``Bounds Axes``. + +The ``Shape`` menu contains tools for adjusting how the shapes are presented. +The shape complexity can be adjusted, as well as the shape scaling and animation +speed. The text showing the mode number, frequency, damping, and any comments +can also be shown or hidden. + +The toolbars in the widget offer features as well. The camera can be set to +several default views along the principal axes. Camera views can be saved and +recalled as well. The mode that is being shown can be changed by clicking the +``<<`` and ``>>`` buttons. The animation can be started or stopped by pressing +the ``Play`` and ``Stop`` Buttons. + +.. figure:: images/Showcase_Beam_Mode_Animation.gif + :width: 600 + :alt: mode shape animation + :align: center + :figclass: align-center + + Mode shape of the beam animated on the geometry. + +Assigning to SDynpy Array Fields and Array Views versus Copies +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Often, one may wish to assign values to specific fields of the SDynPy objects. +For example, the first six modes of the structure should be rigid body modes; +however, the eigensolution has left three of the first six natural frequencies +with small positive values. Let's set these values to zero. SDynPy arrays, +as well as the fields of the arrays, inherit all properties of NumPy's +``ndarray`` object, and can therefore be indexed identically. We can use this +indexing either to get specific portions of the array or to assign values to +certain portions of the array. For example, if we want to assign the first +six natural frequencies to zero, we can use the command: + +.. code-block:: python + + shapes.frequency[:6] = 0 + +We can then check that the values are indeed set to zero. + +.. code-block:: console + + In [24]: shapes + Out[24]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Note that when utilizing NumPy ``ndarray`` objects, one should always be aware +what type of object is returned from an indexing or slicing operation. NumPy +can either return a *copy* of the original array or a *view* into the original +array. A *copy* is a completely new array that contains equivalent data to the +original array, but has no connection back to it. Changing a value in a copy +of an array will not modify that same value in the original array. A *view* +is simply a window into the original array, meaning it shares the same memory +as the original array. Changing a value in a view of an array *will also modify* +the data in the original array. Views are useful in that they do not duplicate +memory, so when working with large arrays, using views is much more efficient +than using copies. However, if a user assumes that they are working with a +copy of an array but are actually working with a view of an array, there may +be unintended side-effects when the value of the original array is unintentionally +modified. For a full treatment of indexing in NumPy, users are directed to the +`documentation on indexing `_ +for NumPy ``ndarrays``. The present documentation will simply show some examples +of when different types of indexing are used, and what the ramifications could +be if users are not careful. + +Indexing using a Single Integer Index +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The simplest indexing approach for NumPy objects is to index with a single +integer. This will generally return a view of the object. For example, we can +access the first shape in the +:py:class:`ShapeArray` object with the +syntax + +.. code-block:: console + + In [25]: first_shape = shapes[0] + +If we then set the frequency of ``first_shape`` equal to some value, we will +see that our original shape matrix also has that value assigned as the first +frequency. + +.. code-block:: console + + In [26]: first_shape.frequency = 10 + + In [27]: shapes + Out[27]: + Index, Frequency, Damping, # DoFs + (0,), 10.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Here we see that we assigned a variable when we modified ``first_shape``'s +frequency to 10, the first frequency of ``shapes`` also became 10, because they +point to the same position in memory. + +Indexing using a Slice +~~~~~~~~~~~~~~~~~~~~~~ + +A second common method of indexing an array is using a slice. Slices can be +defined with a start index, a stop index, and a step size. For example, a slice +``0:10:2`` would return indices from zero up to just before 10, and only return +every second index, which would be 0, 2, 4, 6, and 8. + +For example: + +.. code-block:: console + + In [29]: indexed_shapes = shapes[:6:2] + + In [30]: indexed_shapes.frequency = 2 + + In [31]: shapes + Out[31]: + Index, Frequency, Damping, # DoFs + (0,), 2.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 2.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 2.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +We can see that the 0, 2, and 4 indices were set to have frequencies of 2, which +corresponds to the original slice. + +Note we could also do the indexing directly on the ``frequency`` field. +For example: + +.. code-block:: console + + In [32]: indexed_frequencies = shapes.frequency[:6:2] + + In [33]: indexed_frequencies[:] = 3 + + In [34]: shapes + Out[34]: + Index, Frequency, Damping, # DoFs + (0,), 3.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 3.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 3.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Note the syntax ``indexed_frequencies[:] = 3``. Had we simply typed +``indexed_frequencies = 3``, this would have *not* overwritten the original +frequencies as this latter syntax is simply a redefinition of the variable +``indexed_frequencies`` to a different value rather than a reassignment of the +values *in* ``indexed_frequencies`` to a different value. The former syntax +reassigns values at the ``indexed_frequencies`` memory location, and the latter +assigns ``indexed_frequencies`` to a different memory location, which breaks +the connection to the original memory location, so ``indexed_frequencies`` is +no longer a view into ``shapes``. For example: + +.. code-block:: console + + In [35]: indexed_frequencies = 6 + + In [36]: shapes + Out[36]: + Index, Frequency, Damping, # DoFs + (0,), 3.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 3.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 3.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +In the previous example the values of the 0, 2, and 4 frequency indices were +not modified from three to six. + +Indexing with Logical Arrays +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +NumPy ``ndarrays`` can also be indexed with logical (or boolean) arrays. These +are arrays full of ``True`` and ``False`` values. These are often returned due +to comparison operations. For example, if we want all of the frequencies less +than ten hertz, we can perform the operation: + +.. code-block:: console + + In [37]: logical_array = shapes.frequency < 10 + + In [38]: logical_array + Out[38]: + array([ True, True, True, True, True, True, False, False, False, + False, False]) + +This last set of commands has produced a logical array where the first six +indices are ``True`` and the last five are ``False``. If we index the ``shapes`` +object with this, we will return only the shapes where the logical array is +``True``. + +.. code-block:: console + + In [39]: rigid_shapes = shapes[logical_array] + + In [40]: rigid_shapes + Out[40]: + Index, Frequency, Damping, # DoFs + (0,), 3.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 3.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 3.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + +However, unlike the last indexing types, this type of indexing will generally +return a *copy* of the array, rather than a view into the array. For example, +if we redefine values of the ``frequency`` field in ``rigid_shapes``, it will +**not** update the frequency in the original ``shapes`` variable. + +.. code-block:: console + + In [41]: rigid_shapes.frequency = 0 + + In [42]: rigid_shapes + Out[42]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + + In [43]: shapes + Out[43]: + Index, Frequency, Damping, # DoFs + (0,), 3.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 3.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 3.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Here we see that there is no memory link between ``rigid_shapes`` and ``shapes`` +because they have different values of their ``frequency`` field. Note that if +we wish to perform assignments using logical indexing, we need to make sure that +the indexing is performed as the last operation. For example, consider the +following code. + +.. code-block:: console + + In [44]: shapes[logical_array].frequency = 0 + + In [45]: shapes + Out[45]: + Index, Frequency, Damping, # DoFs + (0,), 3.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 3.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 3.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +Looking at the first command naively, it would seem that we would take the +shapes specified by ``logical_array`` (i.e. the first six modes) and assign their +frequencies to 0. However, if we look at the contents of ``shapes`` immediately +afterwards, we can see that no such assignment has taken place. Instead, the +first six modes have their original values of alternating three and zero. +If we think a bit harder and remember that we make a copy of the array when we +index with a logical array, we will realize that we have created a copy of the +first six modes of the ``shapes`` array, and assigned the frequencies of that +copy to zero. However, since that copy was never assigned to any variable, it +is immediately discarded by the Python interpreter as unused. The original +``shapes`` array remains unmodified. To achieve the desired result, we should +instead make sure the indexing occurs last. + +.. code-block:: console + + In [46]: shapes.frequency[logical_array] = 0 + + In [47]: shapes + Out[47]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +In this latter case, we have accessed the ``frequency`` field of the original +``shapes`` array, rather than a copy of the ``frequency`` field, therefore when +we assign to those values, the original ``shapes`` array is modified. + +Indexing with Integer Arrays +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The final indexing approach discussed here is indexing with integer arrays. +This is useful when specific indices are desired, but one does not want to set +up the entire logical array. For example, to get the first six modes, we could +construct an integer array: + +.. code-block:: console + + In [48]: integer_array = [0,1,2,3,4,5] + + In [49]: rigid_shapes = shapes[integer_array] + + In [50]: rigid_shapes + Out[50]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + +We can see that we were able to access the first six modes of ``shapes`` this +way. + +.. code-block:: console + + In [51]: rigid_shapes.frequency = 10 + + In [52]: shapes + Out[52]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.0000%, 126 + (7,), 1297.1207, 0.0000%, 126 + (8,), 1787.8068, 0.0000%, 126 + (9,), 3504.9762, 0.0000%, 126 + (10,), 3575.6135, 0.0000%, 126 + +We can see that the changes to ``rigid_shapes`` were not propogated back to +``shapes``, because it is only a copy of the original array. + +As a general rule of thumb, indexing using a single integer or slice produces a +view into the original array, but indexing with a logical or index array produces +a copy. If the reader still does not understand these concepts, they are +encouraged to read and understand the NumPy +`documentation on indexing `_, +otherwise misapplying these nuanced concepts can introduce bugs into analyses +performed using SDynPy. + +Computing a Modal System +------------------------ + +Given that our :py:class:`ShapeArray` object +came from a beam finite element model without any damping defined, it might be +useful to assign damping to the shapes to more realistically simulate a real +beam. We will assign a small amount of damping to all modes. + +.. code-block:: python + + shapes.damping = 0.005 + +Now, if we investigate the ``shapes`` variable in the console, we will see +that the damping is no longer zero. + +.. code-block:: console + + In [53]: shapes + Out[53]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.5000%, 126 + (1,), 0.0000, 0.5000%, 126 + (2,), 0.0000, 0.5000%, 126 + (3,), 0.0000, 0.5000%, 126 + (4,), 0.0000, 0.5000%, 126 + (5,), 0.0000, 0.5000%, 126 + (6,), 648.5603, 0.5000%, 126 + (7,), 1297.1207, 0.5000%, 126 + (8,), 1787.8068, 0.5000%, 126 + (9,), 3504.9762, 0.5000%, 126 + (10,), 3575.6135, 0.5000%, 126 + +If we wanted to perform simulations with this new model that has damping +incorporated, we can easily transform the +:py:class:`ShapeArray` object into a +:py:class:`System` object by using the +:py:class:`system` method of the +:py:class:`ShapeArray` class. + +.. code-block:: python + + modal_system = shapes.system() + +This will construct a :py:class:`System` +object, but unlike our original ``system`` variable, this ``modal_system`` will +be a *reduced* system. Instead of the internal system states being equivalent +to physical degrees of freedom, the internal system states are now *modal* +degrees of freedom. + +If we type the ``modal_system`` variable into the console, we see that while it +still has 126 degrees of freedom, it only contains 11 internal degrees of +freedom. + +.. code-block:: python + + In [53]: modal_system + Out[53]: System with 126 DoFs (11 internal DoFs) + +We can plot the system matrices. + +.. code-block:: python + + # Plot the modal system matrices + fig,ax = plt.subplots(1,4,num='Modal System Matrices',figsize=(12,3)) + # Transformation + timg = ax[0].imshow(modal_system.transformation) + ax[0].set_title('Transformation') + ax[0].set_ylabel('Physical DoF') + ax[0].set_xlabel('Modal DoF') + plt.colorbar(timg,ax=ax[0]) + # Mass + mimg = ax[1].imshow(modal_system.mass) + ax[1].set_title('Mass') + ax[1].set_ylabel('Modal DoF') + ax[1].set_xlabel('Modal DoF') + plt.colorbar(mimg,ax=ax[1]) + # Damping + dimg = ax[2].imshow(modal_system.damping) + ax[2].set_title('Damping') + ax[2].set_ylabel('Modal DoF') + ax[2].set_xlabel('Modal DoF') + plt.colorbar(dimg,ax=ax[2]) + # Stiffness + simg = ax[3].imshow(modal_system.stiffness) + ax[3].set_title('Stiffness') + ax[3].set_ylabel('Modal DoF') + ax[3].set_xlabel('Modal DoF') + plt.colorbar(simg,ax=ax[3]) + fig.tight_layout() + +.. figure:: images/Showcase_Beam_Modal_System_Matrices.png + :width: 600 + :alt: Modal system matrices + :align: center + :figclass: align-center + + Transformation, Mass, Damping and System matrices for the ``modal_system`` + object. + +We can see that the mass, stiffness, and +damping matrices of ``modal_system`` are now the modal mass, modal stiffness, +and modal damping matrices. SDynPy also tracks the transformation between internal +degrees of freedom and physical degrees of freedom, which in this case is the +mode shape matrix :math:`\mathbf{\Phi}`, which transforms modal degrees of freedom :math:`\mathbf{q}` +to physical degrees of freedom :math:`\mathbf{x}` by the well-known modal +transformation + +.. math:: + + \mathbf{x} = \mathbf{\Phi}\mathbf{q} + +We can see that the coordinates of the original ``system`` and ``modal_system`` +are identical, meaning the same physical degrees of freedom exist in each. + +.. code-block:: console + + In [54]: np.all(system.coordinate == modal_system.coordinate) + Out[54]: True + +Because SDynPy tracks the transformation between internal and physical degrees +of freedom and applies it when necessary, the reduced ``modal_system`` can be +utilized identically to the original ``system`` consisting of physical degrees +of freedom. For example, we can compute the eigensolution of ``modal_system`` +and find that it produces the exact same modes as the original shapes. The +transformation is automatically applied to the mode shape matrix to produce +shapes at the physical degrees of freedom. + +.. code-block:: console + + In [55]: modal_system.eigensolution() + Out[55]: + Index, Frequency, Damping, # DoFs + (0,), 0.0000, 0.0000%, 126 + (1,), 0.0000, 0.0000%, 126 + (2,), 0.0000, 0.0000%, 126 + (3,), 0.0000, 0.0000%, 126 + (4,), 0.0000, 0.0000%, 126 + (5,), 0.0000, 0.0000%, 126 + (6,), 648.5603, 0.5000%, 126 + (7,), 1297.1207, 0.5000%, 126 + (8,), 1787.8068, 0.5000%, 126 + (9,), 3504.9762, 0.5000%, 126 + (10,), 3575.6135, 0.5000%, 126 + +The modal system is useful because it can give approximately the same results +as the physical system (at least over the bandwidth of interest) with +significantly less computational cost. Rather than performing computations on +a coupled, 126-degree-of-freedom system, we can instead perform computations on +an uncoupled, 11-degree-of-freedom system, and then apply a simple +transformation to convert the results back to physical degrees of freedom. + +Data in SDynPy +-------------- +Data in SDynPy is stored as subclasses of the +:py:class:`NDDataArray` object, which +represents all types of data in SDynPy (time histories, frequency response +functions, power spectral density arrays, etc.). Functionality for specific +data types are stored in their respective subclasses. For example, time history +signals are stored in +:py:class:`TimeHistoryArray` objects +and frequency response functions are stored in +:py:class:`TransferFunctionArray` +objects. + +In general, to create a +:py:class:`NDDataArray` object, users will +utilize the +:py:func:`data_array` function. This +function accepts a type specifier defined by the +:py:class:`FunctionTypes` enumeration. +It will also accept the abscissa (independent variable, e.g., frequency or time), +the ordinate (dependent variable, e.g., acceleration or force), the coordinate +(degree of freedom information for the signal), as well as up to five comments. +For example, we can construct a set of sine waves with different amplitudes + +.. code-block:: python + + times = np.arange(100)/100 + amplitudes = np.array([1,2]) + signal = amplitudes[:,np.newaxis]*np.sin(2*np.pi*5*times) + coordinates = sdpy.coordinate_array( + string_array=['101X+','101Y-'])[:,np.newaxis] + + time_history = sdpy.data_array( + data_type = sdpy.data.FunctionTypes.TIME_RESPONSE, + abscissa = times, + ordinate = signal, + coordinate = coordinates) + +There are numerous function types defined in SDynPy. Referencing the +:py:mod:`sdpy.data` module will show the different +subclasses available. + +Let's take this time to explore of the +:py:class:`NDDataArray` class before moving +on. First, let's examine the fields available by looking at the object's +``dtype``. + + +.. code-block:: console + + In [56]: time_history.dtype + Out[56]: dtype([('abscissa', '`, +there are five fields available for comments, which store string data +up to 80 characters which can be used to store any data the user feels is +relevant to the analysis. Finally, the ``coordinate`` field stores degree of +freedom data as +:py:class:`CoordinateArray` +objects, and thus has the same data type as +:py:class:`CoordinateArray`. +Different function types will have different shaped ``coordinate`` fields. +For example, a time history only has one degree of freedom associated with each +signal, so its shape is ``(1,)``. Note, however that this makes the coordinate +field for the entire array ``(2,1)``, which is why the new axis needed to be +added to the coordinates ``coordinates`` variable in the previous code block. + +.. code-block:: console + + In [57]: time_history.shape + Out[57]: (2,) + + In [58]: time_history.coordinate.shape + Out[58]: (2, 1) + +Other types of functions may have differently-shaped ``coordinate`` fields. +For example, a frequency response function will generally have a response +coordinate and a reference coordinate for each entry in the matrix, so it will +have a ``coordinate`` field of shape ``(2,)``. + +There are many ways to visualize data in SDynPy, but the simplest is generally +to call the +:py:func:`plot` method of the +:py:class:`NDDataArray` object. + +.. code-block:: python + + time_history.plot() + +This will produce a plot window with the signals displayed in it. This is more +useful for smaller datasets. The plots produced by this method can get quite +busy if many signals are plotted. + +.. figure:: images/Showcase_Time_History_Demo.png + :width: 600 + :alt: example time history + :align: center + :figclass: align-center + + Time history displayed using its + :py:func:`plot` method. + +Integrating Equations of Motion to Produce Time Data +---------------------------------------------------- + +While :py:class:`NDDataArray` objects can +be created manually, many functions and methods in SDynPy will return various +data. One common operation is to integrate the equations of motion of a system +to create a simulated time response to an imposed excitation or an imposed +initial condition. The +:py:func:`time_integrate` +method of the :py:class:`System` class can be +used to integrate the dynamic system to produce time responses. We will +demonstrate this analysis in this section. + +Generating an Excitation Signal +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +When setting up the time integration, we must consider the excitation that will +be applied to the :py:class:`System`, as well +as the initial conditions. For this case, we will consider the system starting +at rest. We will excite the structure with a pair of perpendicular random +vibration signals at the beam tip. We can easily create these signals using +SDynPy's :py:mod:`sdpy.generator` +sub-module. This contains functions to produce common signals used in +structural dynamics such as +:py:func:`sine`, +:py:func:`chirp`, +:py:func:`pseudorandom`, +:py:func:`random`, +:py:func:`burst_random`, +and :py:func:`pulse`. + +We will look at the :py:func:`random` +function to generate the input signals for this analysis. We will set up some +initial signal processing parameters prior to generating the signal. + +.. code-block:: python + + # Set up sampling parameters + signal_bandwidth = 4000 # Hz + sample_rate = signal_bandwidth*2 + dt = 1/sample_rate + samples_per_frame = 2000 + num_frames = 30 + total_samples = samples_per_frame*num_frames + rms_level = 1.0 + num_signals = 2 + + # Generate the signals + signals = sdpy.generator.random((num_signals,),total_samples,rms_level,dt) + + # Plot the signals + fig,ax = plt.subplots(num_signals,1,num='Random Signals', + sharex=True,sharey=True) + ax[0].plot(np.arange(total_samples)*dt,signals[0],linewidth=0.5) + ax[0].set_ylabel('Signal 1 (N)') + ax[1].plot(np.arange(total_samples)*dt,signals[1],linewidth=0.5) + ax[1].set_ylabel('Signal 2 (N)') + ax[1].set_xlabel('Time (s)') + +.. figure:: images/Showcase_Beam_Random_Excitation.png + :width: 600 + :alt: random signal + :align: center + :figclass: align-center + + Random signal used to excite the structure + +Performing the Time Integration +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +We can then apply the signal to the structure using the +:py:func:`time_integrate` +method of the :py:class:`System` class. +We need to chose which degrees of freedom to plot on the structure. Recall +we can plot degrees of freedom using the +:py:func:`plot_coordinate` +method of the :py:class:`Geometry` object. +By not specifying a set of coordinates to plot, it will simply plot all +translational coordinates. Additionally, we can pass the optional keyword +argument ``label_dofs = True`` to tell the plotter to label the degrees of +freedom in the plot. + +.. code-block:: python + + geometry.plot_coordinate(label_dofs=True,arrow_scale=0.02) + +.. figure:: images/Showcase_Beam_Labelled_Coordinates.png + :width: 600 + :alt: beam with labelled coordinates + :align: center + :figclass: align-center + + Beam geometry with coordinate labels plotted + +We will place the excitation forces at the tip of the beam in the two transverse +directions. This corresponds to degrees of freedom ``21Y+`` and ``21Z+``. +We can define a new coordinate array using the +:py:func:`sdpy.coordinate_array` +function. This function can define new +:py:class:`CoordinateArray` +objects in multiple ways. In this case, we will provide it the ``string_array`` +keyword argument, and pass the coordinates that we desire in as strings. +Alternatively, they could also be passed in as separate nodes and directions, +which is useful for longer coordinate arrays. + + +.. code-block:: python + + excitation_dofs = sdpy.coordinate_array( + string_array = ['21Y+','21Z+']) + + geometry.plot_coordinate(excitation_dofs,label_dofs=True,arrow_scale=0.05) + +.. figure:: images/Showcase_Beam_Excitation_DoFs.png + :width: 600 + :alt: excitation degrees of freedom + :align: center + :figclass: align-center + + Excitation degrees of freedom plotted on the beam geometry + +We might also specify the degrees of freedom at which we would like responses. +One could argue that it is quite difficult to measure rotations of a structure, +so we could construct our simulation such that it only returns the translational +degrees of freedom. We can easily get a list of all translational degrees of +freedom using the +:py:func:`sdpy.coordinate.from_nodelist` +function, which accepts a list of nodes and returns translational degrees of +freedom (by default, though can be modified) at each node in the list. We can +generate this list of node identification numbers from our ``geometry`` object. + + +.. code-block:: python + + response_dofs = sdpy.coordinate.from_nodelist(geometry.node.id) + geometry.plot_coordinate(response_dofs,label_dofs=True,arrow_scale=0.025) + +.. figure:: images/Showcase_Beam_Response_DoFs.png + :width: 600 + :alt: response degrees of freedom + :align: center + :figclass: align-center + + Response degrees of freedom plotted on the beam geometry + +We can then integrate equations of motion for the system using the +:py:func:`time_integrate` +method of the :py:class:`System`. + +.. code-block:: python + + responses,forces = modal_system.time_integrate( + signals, dt, responses = response_dofs, references=excitation_dofs, + displacement_derivative = 2, + integration_oversample = 10) + +In addition to variables previously defined, we have also defined keyword +arguments ``displacement_derivative = 0`` and ``integration_oversample = 10``. +The ``displacement_derivative`` keyword specifies what data type to return. +Specifying a two for this value will return an acceleration quantity, which is +the second derivative of displacement. Specifying zero or one for this value +will result in displacement or velocity being returned, respectively. + +The ``integration_oversample`` keyword determines the degree of oversampling +that occurs in the integration. The defined forces used a sample rate of +8000 Hz, so an oversample value of 10 will result in an integration time step +of 80000 steps per second of integration time. One must be wary of using this +keyword argument, as it relies on zero-padding the Fourier Transform of the +signal, which is not an appropriate approach to oversample certain functions. +For example, if the excitation is a ramp, this zero-padding will produce +strange end effects. If such a signal is used as the excitation, it is +recommended to simply generate the signal such that it is already oversampled, +and not use the ``integration_oversample`` argument of this function. +Note also that the +`scipy.signal.lsim `_ +function is used to perform the integration, so a factor of 10x is generally +sufficient for integration accuracy due to the linear system assumption. + +Let's investigate the output of the +:py:func:`time_integrate` +method. Two outputs were produced, ``responses`` and ``forces``. These are the +responses to the input signal, as well as the input signal itself, both +transformed into SDynPy +:py:class:`TimeHistoryArray` objects. + +.. code-block:: console + + In [59]: responses + Out[59]: TimeHistoryArray with shape 63 and 60000 elements per function + + In [60]: forces + Out[60]: TimeHistoryArray with shape 2 and 60000 elements per function + +Here we see that there are 63 response signals, and 2 force signals. +Here is an example where using the basic +:py:func:`plot` method of the +:py:class:`TimeHistoryArray` object +may be unsatisfactory, as too many lines will be plotted on the figure. Instead +we will use the interactive 2D plotter +:py:class:`GUIPlot`, which will allow us to +interactively chose which signals to show. + +.. code-block:: console + + In [61]: sdpy.GUIPlot(responses) + Out[61]: + +.. figure:: images/Showcase_Beam_Response_GUIPlot.png + :width: 600 + :alt: interactive plot of response + :align: center + :figclass: align-center + + :py:class:`GUIPlot` allows users to select + which functions to plot. + +Another approach to visualizing the response of the system is to plot it. +Plotting displacements is perhaps more meaningful than plotting accelerations, +which we have computed here. Nonetheless, it is valuable to show how this +can be done in SDynPy. The +:py:func:`plot_transient` +method of the :py:class:`Geometry` object +can be used to show the time responses as displacements on the geometry. + + +.. code-block:: console + + In [62]: geometry.plot_transient(responses,displacement_scale=0.003) + Out[62]: + +.. figure:: images/Showcase_Beam_Plot_Transient.png + :width: 600 + :alt: transient plotter + :align: center + :figclass: align-center + + :py:class:`TransientPlotter` + showing the acceleration shape at each time step in the analysis + +The transient plotter is similar to the mode shape plotter shown previously, +except instead of animating a single shape vibrating back and forth, it animates +a series of shapes one after another. The user can adjust the current timestep +using the ``|<``, ``<``, ``>``, or ``>|`` buttons, or by sliding the cursor +across the time history representation at the bottom of the window. +The animation can be started by clicking one of the ``< Play`` or ``Play >`` +buttons, which will plan the animation in reverse or forward, respectively. The +animation can be stopped by clicking the ``Stop`` button. The ``Shape`` menu +has options for scaling the displacement level and animation speed, as well as +setting the animation to loop. + +Computing Frequency Response Functions +-------------------------------------- + +SDynPy offers several approaches to compute frequency response functions. +These can be computed directly from a +:py:class:`System` object using its +:py:func:`frequency_response` method, +in which the dynamic stiffness matrix will be inverted and transformations +applied. Frequency response functions can also be computed from +:py:class:`ShapeArray` objects using its +:py:func:`compute_frf` method. +Finally, frequency response functions can be computed from +:py:class:`TimeHistoryArray` using +the +:py:func:`sdpy.TransferFunctionArray.from_time_data` +function, or alternatively the +:py:class:`SignalProcessingGUI`. + +Code-based Frequency Response Function Computations +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Let's set up some initial parameters to use to compute frequency response +functions. + +.. code-block:: python + + df = 1/(dt*samples_per_frame) + frequency_lines = df*(np.arange(samples_per_frame)+1) + +Then we can compute the frequency response functions with the approaches +described above. First we will consider the code-based approaches. + +.. code-block:: python + + # From the original undamped system + frfs_system = system.frequency_response(frequency_lines, + response_dofs, + excitation_dofs, + displacement_derivative=2) + # From the reduced system with damping added + frfs_modal_system = modal_system.frequency_response( + frequency_lines, + response_dofs, + excitation_dofs, + displacement_derivative=2) + # From the eigensolution + frfs_shapes = shapes.compute_frf(frequency_lines, + response_dofs, + excitation_dofs, + displacement_derivative=2) + # From time data + frfs_time = sdpy.TransferFunctionArray.from_time_data( + forces, responses, samples_per_frame, + overlap = 0.5, window = 'hann') + +Before we go too much further, let's explore the +:py:class:`sdpy.TransferFunctionArray` +object returned by these analyses. First, by typing the variable name into +the console, we can see the shape of the +:py:class:`sdpy.TransferFunctionArray` +as well as how many elements (frequency lines) are in each function. + +.. code-block:: console + + In [63]: frfs_system + Out[63]: TransferFunctionArray with shape 63 x 2 and 1000 elements per function + +We can also examine the ``dtype`` of the +:py:class:`sdpy.TransferFunctionArray`, +in particular comparing it to that of the +:py:class:`TimeHistoryArray` + +.. code-block:: console + + In [64]: responses.dtype + Out[64]: dtype([('abscissa', '` +``frfs_system`` and the +:py:class:`TimeHistoryArray` ``responses`` +are subclasses of the base :py:class:`NDDataArray` +class, which represents all data in SDynPy, they will have the same fields. +However, the shapes and data types of the fields are different. We see that the +``ordinate`` field of the +:py:class:`TimeHistoryArray` object +is a floating point number ``f8``, whereas the ``ordinate`` field of the +:py:class:`sdpy.TransferFunctionArray` +object is a complex number ``c16``, because in general, frequency response +functions are complex. Additionally, we see that the the ``coordinate`` field +now no longer has shape ``(1,)``, but now has shape ``(2,)``. This is because +there are two degrees of freedom associated with each entry in the frequency +response function matrix, a response coordinate and a reference coordinate. + +In each of the frequency response functions we have computed, there are +63 responses and 2 forces, meaning a total of 126 frequency response +functions have been generated. Rather than comparing all of these functions, +we will just compare the drive point frequency response functions. This can +be easily selected by identifying the functions where the response coordinate +is equal to the reference coordinate (allowing for a difference in sign to occur +between the two). + +.. code-block:: python + + drive_frfs_system = frfs_system[ + np.where( + abs(frfs_system.response_coordinate) + == + abs(frfs_system.reference_coordinate))] + + drive_frfs_modal_system = frfs_modal_system[ + np.where( + abs(frfs_modal_system.response_coordinate) + == + abs(frfs_modal_system.reference_coordinate))] + + drive_frfs_shapes = frfs_shapes[ + np.where( + abs(frfs_shapes.response_coordinate) + == + abs(frfs_shapes.reference_coordinate))] + + drive_frfs_time = frfs_time[ + np.where( + abs(frfs_time.response_coordinate) + == + abs(frfs_time.reference_coordinate))] + +We can then plot the drive point frequency response functions on the same plots +to compare them. + + +.. figure:: images/Showcase_Beam_Drive_FRFs.png + :width: 600 + :alt: drive point frequency response + :align: center + :figclass: align-center + + Frequency response functions computed from different approaches. + +It may aid understanding to zoom in on a specific peak of the frequency response +function to understand the subtle differences between the approaches. + +.. figure:: images/Showcase_Beam_Drive_FRFs_Closeup.png + :width: 400 + :alt: drive point frequency response closeup + :align: center + :figclass: align-center + + Zoom of frequency response functions computed from different approaches. + +The most obvious difference between the four plots is in the ``System`` plot. +This original system, derived from a finite element model, had no damping +associated with it. Therefore the peak is very sharp (indeed, infinitely sharp +if we had plotted with infinite frequency resolution) compared to the other +three where we had added 0.5% modal damping. The ``Modal System`` and ``Shape`` +derived frequency response functions are nominally identical due to them being +constructed from nominally identical data. Finally, the ``Time`` curve is slightly +more blunt than the ``Shape`` or ``Modal System`` curves due to the artificial +damping added to the system from the Hann window applied during the frequency +response function computation. + +If users would like to compare all frequency response functions rather than just +the drive points, the :py:class:`GUIPlot` is +again helpful. Two data sets can be passed simultaneously into the class +to allow for comparisons of large datasets to be performed interactively. +SDynPy by default plots frequency response functions as log magnitude and phase. +However, the complex plotting and logarithmic scaling of the axes can be modified +in the ``Plot`` menu. + +.. figure:: images/Showcase_Beam_GUIPlot_FRFs.png + :width: 600 + :alt: frequency response functions in GUIPlot + :align: center + :figclass: align-center + + Frequency response functions compared in + :py:class:`GUIPlot`. + +Mode Indicator Functions +^^^^^^^^^^^^^^^^^^^^^^^^ + +Another way to perform data reduction from a large number of frequency response +functions to an overall view of the system is to compute mode indicator functions. +Most popular are the Complex Mode Indicator Function (CMIF), the Normal Mode Indicator +Function (NMIF), and the Multi-Mode Indicator Function (MMIF). One may also hear +of the QMIF, which is a variant of the CMIF that is computed using only the +imaginary part of the frequency response function (or real part when considering +velocity/force frequency response functions). + +SDynPy can compute the mode indicator functions using the +:py:func:`compute_cmif`, +:py:func:`compute_nmif`, +and +:py:func:`compute_mmif` +methods of the +:py:class:`sdpy.TransferFunctionArray` +object. See their respective documentation for additional arguments that +can be passed to these functions. + +.. code-block:: python + + # CMIF + ax = frfs_shapes.compute_cmif().plot() + ax.set_xlabel('Frequency (Hz)') + ax.set_ylabel('CMIF') + # NMIF + ax = frfs_shapes.compute_nmif().plot() + ax.set_xlabel('Frequency (Hz)') + ax.set_ylabel('NMIF') + # MMIF + ax = frfs_shapes.compute_mmif().plot() + ax.set_xlabel('Frequency (Hz)') + ax.set_ylabel('MMIF') + +.. figure:: images/Showcase_Beam_CMIF.png + :width: 600 + :alt: complex mode indicator function + :align: center + :figclass: align-center + + Complex mode indicator function for the beam frequency response functions + +.. figure:: images/Showcase_Beam_NMIF.png + :width: 600 + :alt: normal mode indicator function + :align: center + :figclass: align-center + + Normal mode indicator function for the beam frequency response functions + +.. figure:: images/Showcase_Beam_MMIF.png + :width: 600 + :alt: multi-mode indicator function + :align: center + :figclass: align-center + + Multi-mode indicator function for the beam frequency response functions + +Graphical Frequency Response Function Computation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +While code-based frequency response function computations are nice in that they +can be automated very easily, some users may prefer a more graphical approach. +The :py:class:`SignalProcessingGUI` +provides a way to do this. We pass it all of our time histories (references and +responses) and then a window appears which provides various signal processing +parameters that can be selected. + +.. code-block:: python + + # Concatenate all time signals into one array + all_time_data = np.concatenate((forces,responses)) + # Pass the entire set of time histories into the SignalProcessingGUI + spgui = sdpy.SignalProcessingGUI(all_time_data) + # Assign the geometry to the GUI so we don't have to load it from disk + spgui.geometry = geometry + +.. figure:: images/Showcase_Beam_Initial_SPGUI.png + :width: 600 + :alt: initial SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + that initially appears for our test case. + +Let's first explore the SignalProcessingGUI Window. On the top left is a set of ``Information`` +about the signals that are loaded. We see there are 65 signals total, of +which 0 are references and 65 are responses (we will fix this shortly). There +are 60000 samples for a duration of 7.5 seconds, and the sample rate is 8000 Hz. + +Below the information we have the ``Data Range``. This allows us to select a range +over which the computation will be performed. This is useful for targetting +portions of an environment, or for discarding portions of data that are not yet +at steady state. + +Below that are the ``Averaging and Triggering`` settings. This allows users to +specify when the frames occur in the signal, either by setting them up every +so many samples, or detecting some kind of trigger signal to use to locate the +measurement frames. + +Below that are the ``Sampling`` options, where the frame length is specified. + +Finally, the last options are for ``Windowing``. Certain windows may have extra +parameters that will appear in this box, for example, the decay of an exponential +window. + +In the center of the window, we see two plots that are currently empty except +for some green boxes. These green boxes represent the measurement frames in +the signal. Currently no signals are plotted, because we have not selected any +signals from the lists on the right side of the window. There are currently no +signals listed in the ``References`` list; all are currently in the ``Responses`` +list. Signals can be moved from reference to response and vice versa by +double-clicking the signal name in the list on the right side. Note also that +when a signal is selected, it will be shown in the respective plot. + +Finally, on the bottom right corner of the window, we have signal processing +computations that can be performed. The check boxes denote which functions +to compute when the ``Compute`` button is pressed. Once a function is computed, +it can be plotted or saved to a file. + +There are also menus at the top of the window that contain additional functionality. +The ``File`` menu allows data to be loaded directly from the disk. The +``Visualize`` menu allows the data to be sent to the transient or deflection shape +plotters once a geometry is loaded (or assigned via code as we have done). +The ``Analyze`` menu allows data to be sent to curve fitting software, +though these are currently disabled until frequency response functions have been +computed. + +To start with, we will send our forces, which are the first two signals in the +responses list +to the references list by double-clicking them. We should now see those signal +as a reference in the top list and plotted in the top plot. +Let's also select the drive point responses in +the bottom list (only single click, not double click) so they are plotted in the +bottom plot. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_References_Selected.png + :width: 600 + :alt: references selected in SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with reference signals moved to the References window by double-clicking them. + +After this step, we should see that the ``References`` box in the ``Information`` +section shows ``2`` and the ``Responses`` box shows ``63``. + +The next thing we will check is our sampling. We set up our signals to +provide 2 Hz frequency spacing, so we can set that in the ``Frequency Spacing`` +box in the ``Sampling`` section of the window. Note that this will automatically +adjust all other properties that are determined by the frequency spacing. For +example, the ``Frame Time`` has adjusted automatically to 0.5 seconds. You will +also see that the displayed frames on the plots have changed lengths, being now +half the size they were before. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Sampling_Set.png + :width: 600 + :alt: sampling set in SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with sampling set to 2 Hz frequency spacing. + +Note that since we have started from zero velocity and displacement, there may +be some start-up transients in the signal. If we zoom in the the start of the +``Responses`` plot, we can see that it takes approximately 0.01 seconds to get +to a steady-state level. We can therefore set the ``Start Time`` in the +``Data Range`` section of the window to ``0.02`` seconds, just to be sure we're +at steady state. We could also perform this operation by dragging the left side +of the blue region in the plot to the position that we desire. After performing +this operation, we should see that all the green boxes have slide to the right, +starting at the position specified by the ``Start Time``. We also see that we +have lost a measurement frame that no longer fits at the end of the signal; +can be seen in the ``Frames`` box in the ``Averaging and Triggering`` section, +which has changed from ``15`` to ``14``. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Start_Time.png + :width: 600 + :alt: setting start time in SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with the start time set correctly. + +We will then adjust the overlap between measurement frames. We will set the +``Overlap`` box in the ``Averaging and Triggering`` section of the window to +``50.00%``. We can see that the green boxes are now overlapping. This overlap +can be easier to see if you hover the mouse over one of the boxes, which will +cause it to highlight. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Overlap.png + :width: 600 + :alt: setting overlap in SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with the overlap set to 50% and a single measurement frame highlighted. + +The last setting we will set is the ``Window`` in the ``Windowing`` section +of the window. We will specify a ``Hann`` window (known as a Hanning window in +some vibration literature). + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Window.png + :width: 600 + :alt: setting window in SignalProcessingGUI + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with the window set to Hann. + +Finally we can compute the frequency response functinos. We ensure that the +check box next to ``FRF`` is selected in the ``Compute`` section of the window. +Additionally, we will compute the coherence by checking the ``Coherence`` +checkbox. We can then press the ``Compute`` button. When the computations are +finished, the buttons under the computed functions will be enabled, and we can +plot them. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Computed.png + :width: 600 + :alt: SignalProcessingGUI with functions computed + :align: center + :figclass: align-center + + :py:class:`SignalProcessingGUI` + with the functions computed. + +Clicking the ``Plot FRF`` or ``Plot Coherence`` buttons will cause those +plots to appear in a :py:class:`GUIPlot` window. + +.. figure:: images/Showcase_Beam_Initial_SPGUI_Functions.png + :width: 600 + :alt: computed functions SignalProcessingGUI + :align: center + :figclass: align-center + + Drive point frequency response function and multiple coherence computed by + :py:class:`SignalProcessingGUI` + +Data can be saved from the +:py:class:`SignalProcessingGUI` +window by clicking the ``Save FRF...`` button, and can be re-loaded into SDynPy +using the +:py:func:`sdpy.data.load` function. +In this case, we have saved the file into the current working directory as +``frfs_signalprocessinggui.npz`` so we can load it using + +.. code-block:: python + + frfs_spgui = sdpy.data.load('frfs_signalprocessinggui.npz') + +Plotting Deflection Shapes +^^^^^^^^^^^^^^^^^^^^^^^^^^ + +While we could pass these shapes into the modal fitters in SDynPy, the lower-effort +solution could be to simply examine the deflection shapes to pick out approximate +frequencies and deflection shapes of the structure. We can easily plot +deflection shapes using the +:py:func:`plot_deflection_shape` +method of the :py:class:`Geometry` class. +This method accepts a set of spectral data, such as frequency response functions. +However, because the +:py:class:`DeflectionShapePlotter` +will attempt to map responses onto the geometry, we will not be able to plot +multiple references simultaneously, as this will result in frequency response +functions with identical response coordinates. Because our frequency +response function arrays are already shaped as ``(num_response,num_reference)``, +we can simply index into the last dimension of the array to select single-reference +frequency response functions. + +.. code-block:: console + + In [66]: geometry.plot_deflection_shape(frfs_spgui[:,0]) + Out[66]: + + In [67]: geometry.plot_deflection_shape(frfs_spgui[:,1]) + Out[67]: + +.. figure:: images/Showcase_Beam_Deflection_Shape_Plotter_1.png + :width: 600 + :alt: deflection shapes from reference 1 + :align: center + :figclass: align-center + + :py:class:`DeflectionShapePlotter` + interactive deflection shape viewer from reference 1 + +.. figure:: images/Showcase_Beam_Deflection_Shape_Plotter_2.png + :width: 600 + :alt: deflection shapes from reference 2 + :align: center + :figclass: align-center + + :py:class:`DeflectionShapePlotter` + interactive deflection shape viewer from reference 2 + +These windows are similar to those of the transient plotter in that the cursor +at the bottom of the window can be used to select the frequency at which the +deflection shape is animated. The ``<<`` and ``>>`` buttons step left or right +by a single frequency line. The ``Play`` and ``Stop`` buttons start and stop +the animation, respectively. Complex display, shape scaling, and animation +speed can be adjusted in the ``Shape`` menu. + +Note that you can directly send your frequency response functions to the +:py:class:`DeflectionShapePlotter` +through the ``Visualize`` menu of the +:py:class:`SignalProcessingGUI` + +Fitting Modes to Frequency Response Functions +--------------------------------------------- + +Particularly when performing experimental modal analysis, we will generally +wish to fit modes to the frequency response functions. Let's look at some of +the tools available to fit modes to frequency response functions in SDynPy. + +PolyPy +^^^^^^ + +PolyPy is a polynomial-based curve fitter, and analysis typically occurs in two +parts. In the first part, users specify frequency bands of interest as well as +the different polynomial orders to solve. PolyPy will then solve the polynomial +at those orders and produce a stability diagram, which can help identify real +modes from computation modes. In the second part, users will pick modes from +the stability diagram to use in the final mode set. PolyPy will reconstruct +frequency response functions from that set of modes, which can be compared against +the original frequency response functions to judge adequacy of fit. + +PolyPy is an implementation of PolyMax +:cite:p:`peeters2004_polymax_frequency_domain_method_new_standard_modal_parameter_estimation`. +It is the most mature curve fitter in SDynPy. It can be run either via code or +via graphical user interface. We will focus on the graphical user interface +version of the code here, which is accessed via the +:py:class:`PolyPy_GUI` class. The class +initializer accepts the frequency response functions as an input. Again we can +assign geometry to the fitter for shape plotting so we don't have to load it +from disk. + +.. code-block:: python + + polypy = sdpy.PolyPy_GUI(frfs_spgui) + polypy.set_geometry(geometry) + +Alternatively, :py:class:`PolyPy_GUI` +can be run from the ``Analyze`` menu of the +:py:class:`SignalProcessingGUI` +window to stay in graphical user interfaces. Any geometry loaded into +:py:class:`SignalProcessingGUI` +will automatically be sent to the +:py:class:`PolyPy_GUI`. + +The initial :py:class:`PolyPy_GUI` window +is shown below. + +.. figure:: images/Showcase_Beam_PolyPy_Initial.png + :width: 600 + :alt: polypy initial window + :align: center + :figclass: align-center + + Initial window of the :py:class:`PolyPy_GUI` + +We can see that the window is separated into two tabs, corresponding to the two +main parts of the PolyPy workflow. The first tab is ``Stabilization Setup``, +which allows the user to select the parameters of the stability calculation. +The second tab is ``Select Poles`` where the final mode set is selected. + +Starting with the ``Stabilization Setup`` tab, we see that there is a main plot +in the ``Data Diagram`` section of the of the window. This shows the mode +indicator function indicated by the selection in the ``Data View`` section +of the window; currently, the Complex Mode Indicator Function is shown. + +The polynomial orders that will be computed in the stability diagram are specified +in the ``Poly Order`` section of the window. Users can specify the range of +polynomial orders to compute, as well as the step size. The current values of +``10``, ``30`` and ``2`` will result in computation of polynomial orders 10, 12, +14, ... , 26, 28, and 30. The ``Data Type`` portion of the window allows +specification of the type of frequency response function that is being analyzed. +In our case, our frequency response function is an Acceleration over Force +frequency response function, so we can leave the default ``Acceleration`` +selection. + +Below the main plot in the ``Data Diagram`` portion of the window, the +``Frequency Range`` can be specified. The +:py:class:`PolyPy_GUI` implementation in +SDynPy allows analyzing multiple frequency ranges separately and then combining +the final selected modes into a single set. We will demonstrate this capability +here. + +We will set the frequency range of the analysis to initially target the first +three modes of the system. We can do this by adjusting the values of the +``Frequency Range`` boxes, or by dragging the edges of the blue region of the +plot. + +.. figure:: images/Showcase_Beam_PolyPy_Region_1.png + :width: 600 + :alt: selecting the first analysis region + :align: center + :figclass: align-center + + Selecting the first analysis region in + :py:class:`PolyPy_GUI` + +We can then click the ``Compute Stabilization`` button to tell PolyPy to +compute the stabilization diagram for these parameters. Progress for these +computations is shown in the console window. After the computations +are performed, the :py:class:`PolyPy_GUI` +will automatically proceed to the ``Select Poles`` tab. + +.. figure:: images/Showcase_Beam_PolyPy_Region_1_Initial_Stability.png + :width: 600 + :alt: initial stability diagram for the first analysis region + :align: center + :figclass: align-center + + Initial stability diagram for the first analysis region in + :py:class:`PolyPy_GUI` + +Prominent in this tab is the stabilization diagram, shown in the +``Stabilization Diagram`` portion of the window. The stabilization diagram +consists of a mode indicator function (similarly chosen by selecting an entry +in the ``Stabilization View`` portion of the window) overlaid with various +markers that represent poles of the system (frequency and damping ratio). The +color and shape of the poles determine how stable the pole is. Stability is +computed by how much or little the pole changes as different polynomial orders +are computed. A real mode will tend to remain unchanged if different order +polynomials are solved. Computational poles, on the other hand, will tend to +vary as different orders are solved. In PolyPy, a red X signifies an instable +pole, a blue triangle signifies that the frequency has stabilized, a +blue square signifies that the frequency and damping have stabilized, and a +green circle signifies that the frequency, damping, and participation factor +of the mode has stabilized. Generally, we should only select green circles in +the stabilization diagram, preferably at an order where the symbol has been +green for a few orders. + +In the :py:class:`PolyPy_GUI`, poles are +selected by clicking on the markers on the stabilization diagram. When hovering +the mouse over a marker, :py:class:`PolyPy_GUI` +will report the frequency and damping of that pole in the bottom left corner of +the plot window. When selected, the marker will turn a solid color, and the +pole will be reported in the table in the ``Poles`` section of the window. + +If for whatever reason the stabilization diagram is not useful (perhaps the +wrong polynomial orders were specified) users can click on the ``Discard`` +button, which will delete the current stabilization diagram. The user can then +proceed to the initial tab and select new parameters and recompute the +stabilization diagram. + +As modes are selected, the :py:class:`PolyPy_GUI` +will attempt to resynthesize frequency response functions from the selected shapes. +Options for performing this resynthesis are at the bottom of the window. +The ``Frequency Line Weighting`` specifies how the frequency lines are weighted +when computing mode shapes. If ``Magnitude`` is selected, larger magnitude +frequency lines are weighted more heavily in the computation. If ``Uniform`` +is selected, all frequency lines are considered equally. Users can also specify +which frequency lines are used in the computation by adjusting the +``Frequency Lines at Resonance`` and ``Frequency Lines for Residuals`` parameters. +The former specifies how many frequency lines around each pole are used for +computing mode shapes. This can be useful for analysis with relatively high +noise floors, where the noise in the valleys between the peaks could contaiminate +the estimation of the mode shape. The latter specifies how many frequency lines +at the beginning and end of the frequency range get included in the mode shape +computation when residuals are computed. If all frequency lines are desired, +users can simply check the ``Use all Frequency Lines`` checkbox. + +Users can switch between real and complex modes by unchecking or checking the +``Complex Modes`` checkbox. If the ``Auto-Resynthesize`` checkbox is checked, +:py:class:`PolyPy_GUI` will resynthesize +frequency response functions after each mode is selected. This can be useful +for smaller systems to see the immediate effect of adding a specific mode; however, +this can slow the analysis down for larger datasets where it can take a non-negligable +amount of time to resynthesize shapes. If the ``Auto-Resynthesize`` checkbox +is not checked,frequency response functions can be manually resynthesized by +clicking the ``Resynthesize`` button. Finally, the use of residuals in mode shape +computation can be selected by clicking the ``Residuals`` checkbox. + +To see the resynthesized frequency response functions compared to the original +ones, users can click on the buttons in the ``Resynthesis`` portion of the +window. This will plot the frequency response functions or mode indicator +functions in a separate window. These plots will be updated automatically +each time frequency response functions are resynthesized. + +To start our analysis, let's click the ``CMIF`` button to bring up a the +resynthesized complex mode indicator Function plot. Initially, just one set of +data will be plotted as we currently do not have any modes selected on the +stability diagram. Ensure both singular values of the CMIF are selected in the +:py:class:`GUIPlot` window. Let's click the +``Use all Frequency Lines`` checkbox as well, and deselect the ``Complex Modes`` +checkbox. + +Now we will start selecting markers in the stabilization diagram. Users should +note that the resynthesized CMIF should be updated as additional modes are +selected. Ensure that green circle markers are selected for each of the three +main peaks in the CMIF. We will not select one of the green circles around +2340 Hz, as there is no peak in the CMIF to indicate a real mode at that frequency. + +.. figure:: images/Showcase_Beam_PolyPy_Region_1_Stability.png + :width: 600 + :alt: stability diagram for the first analysis region with selected poles + :align: center + :figclass: align-center + + Stability diagram for the first analysis region with three modes selected + :py:class:`PolyPy_GUI` + +.. figure:: images/Showcase_Beam_PolyPy_Region_1_Resynth.png + :width: 600 + :alt: cmif resynthesis for the first region + :align: center + :figclass: align-center + + Resynthesis of the CMIF using the fit modes and residuals from the first + frequency region compared to CMIF + computed from the original frequency response functions. + +Given that this is a purely synthetic dataset, very good fits to the data +should be achievable, as shown in the previous figure up to 2200 Hz. However, +we still have the peaks between 3000 and 4000 Hz to fit, so let's do that now. + +Return to the ``Stabiliziation Setup`` tab (do not discard the previous +stabilization diagram by pressing the ``Discard`` button!). We will now +set up an analysis targetting the missing modes. We can adjust the blue region +from approximately 3000 to 4000 Hz to target these peaks. + +.. figure:: images/Showcase_Beam_PolyPy_Region_2.png + :width: 600 + :alt: selecting the second analysis region + :align: center + :figclass: align-center + + Selecting the second analysis region in + :py:class:`PolyPy_GUI` + +We can then again click the ``Compute Stabilization`` button, which will +bring us again to the ``Select Poles`` tab. Note here that we now have two +sub-tabs on this window, each representing a different frequency range that +we analyzed. The first region is on the ``264.68--2265.38 Hz`` tab, and the +second is on the ``2076.95--4000.00 Hz`` tab. Note the exact values will differ +depending on the exact frequency range selected. + +We can then continue selecting modes in this frequency range. We will pick the +green circles corresponding to the strong peaks in the CMIF. As we pick markers +in this frequency range, we should see the modes be combined with the modes +from the previous region when the resynthesis is occuring. + +.. figure:: images/Showcase_Beam_PolyPy_Region_2_Stability.png + :width: 600 + :alt: stability diagram for the second analysis region with selected poles + :align: center + :figclass: align-center + + Stability diagram for the second analysis region with two modes selected + :py:class:`PolyPy_GUI` + +.. figure:: images/Showcase_Beam_PolyPy_Region_2_Resynth.png + :width: 600 + :alt: cmif resynthesis for both regions + :align: center + :figclass: align-center + + Resynthesis of the CMIF using the fit modes and residuals compared to CMIF + computed from the original frequency response functions. + +Clearly we have achieved very good fits, which is expected due to the synthetic +data set. + +With modes fit, we can plot the mode shapes by selecting the ``Plot Shapes`` +button. Note that had we not assigned geometry to the +:py:class:`PolyPy_GUI` +using its +:py:class:`set_geometry` +method, we would need to first load geometry using the ``Load Geometry`` button +prior to being able to plot shapes. An example mode shape is shown below. + +.. figure:: images/Showcase_Beam_Mode_Animation_From_PolyPy.gif + :width: 600 + :alt: mode shape animation from polypy + :align: center + :figclass: align-center + + Mode shape of the beam computed from PolyPy animated on the geometry. + +We will then save the shape files to disk by clicking the ``Export Shapes...`` +button. We will save the shapes to a file ``shapes_polypy.npy``. If we also +wanted to save the resynthesized frequency response functions, we could click +the ``Export Fit Data...`` button, which saves a much more complete data set +to disk. + +Synthesize Modes and Correlate (SMAC) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The second curve fitter available in SDynPy is Synthesize Modes and Correlate +(SMAC) :cite:p:`hensley2006_SMAC`. SMAC is a modal-filter based curve fitter. +While it is not as polished as the PolyPy curve fitter, it can often provide +better fits than PolyPy if the data quality is not as good. Simlar to PolyPy, +SMAC can be run both via code or via graphical user interface. We will +demonstrate the latter here using the +:py:class:`SMAC_GUI` class. Again, we can +assign geometry directly to the :py:class:`SMAC_GUI` +object so we don't need to load from disk. + +.. code-block:: python + + smac = sdpy.SMAC_GUI(frfs_spgui) + smac.geometry = geometry + +Similarly to PolyPy, the :py:class:`SMAC_GUI` +is separated into different tabs representing different portions ofthe workflow. + +The first tab, ``Pseudoinverse`` is where the pseudoinverse of the frequency +response function matrix is performed. At this stage, we need to specify the +frequency range we are working over, as well as the data type, and whether +or not complex modes will be fit. To keep a similar analysis to that in PolyPy, +we will choose ``Normal Modes`` rather than ``Complex Modes``. We will set the +``Frequency Range`` from ``260`` to ``4000`` Hz, and we will keep the ``Data Type`` +as ``Acceleration``. + +.. figure:: images/Showcase_Beam_SMAC_Pseudoinverse.png + :width: 600 + :alt: pseudoinverse tab in smac + :align: center + :figclass: align-center + + ``Pseudoinverse`` tab in :py:class:`SMAC_GUI` + +When this is set correctly, we can press the ``Compute Pseudoinverse`` button +to perform the computation and move to the next tab. + +The next tab is the ``Correlation Coefficient`` tab. SMAC finds modes by comparing +what a mode *should look like* to what the frequency response functions *do look +like* to identify where modes are in the frequency response function. It uses +the correlation coefficient to make these comparisons. Where the correlation +coefficient approaches 1.0, one can be reasonably certain a mode is present. +Where the correlation coefficient is far from 1.0, a mode is not likely present. +SMAC generally guesses a large number of frequencies and damping values, finds +where the correlation coefficient is high, and then narrows in to converge on a +mode. The ``Correlation Coefficient`` tab sets up the initial set of guesses +that SMAC makes. The frequency resolution of the initial guesses is set via the +``Frequency Spacing`` value, and the ``Lines to use in Correlation Computation`` +value specifies how many frequency lines around each frequency guess get used +to compute the correlation coefficient. Also specified is an initial guess for +damping. In the present case, we know the damping because we specified it to be +0.5%. In a real situation, we generally would not know this information a priori. +Therefore we will leave this page with default values. + + +.. figure:: images/Showcase_Beam_SMAC_CorrCoef.png + :width: 600 + :alt: correlation coefficient tab in smac + :align: center + :figclass: align-center + + ``Correlation Coefficient`` tab in + :py:class:`SMAC_GUI` + +We can then click the ``Compute Correlation Matrix`` button to proceed to the +``Initial Rootlist`` tab. This tab shows a mode indicator function in the +upper plot and the correlation coefficient at each frequency guess in the lower +plot. It will attempt to initially automatically select peaks in the correlation +coefficient plot higher than the value specified by the ``Minimum Coefficient`` +box, and populate the ``Root List`` on the left side of the window. We can +see for this perfect synthetic data set, +:py:class:`SMAC_GUI` has made very good +initial guesses for our modes, even with 1% damping specified when the true +damping should be 0.5%. The ``Root List`` also reports the current correlation +coefficient, which is near 1. If initial guesses at roots were not identified +successfully, the user can click on the Correlation Coefficient plot to place +additional initial guesses. Also, if erroneous initial guesses were placed, +the user can select the row in the ``Root List`` table and click the ``Delete`` +button. + +.. figure:: images/Showcase_Beam_SMAC_InitialRootlist.png + :width: 600 + :alt: initial rootlist tab in smac + :align: center + :figclass: align-center + + ``Initial Rootlist`` tab in + :py:class:`SMAC_GUI` + +Clicking the ``Confirm Initial Rootlist`` button proceeds to the ``Autofit Roots`` +tab. This tab sets up the optimizer that will converge to the frequency and +damping that gives the highest correlation coefficient from the initial guesses +obtained on the previous tab. Generally the default values work well for this, +though users may want to tighten or loosen the convergence tolerances depending +on their goals. + +.. figure:: images/Showcase_Beam_SMAC_AutofitRoots.png + :width: 600 + :alt: autofit roots tab in smac + :align: center + :figclass: align-center + + ``Autofit Roots`` tab in + :py:class:`SMAC_GUI` + +Clicking the ``Autofit Roots`` button will start the optimizer. Progress is +reported in the console window. If a root diverges, SMAC will discard it. +Similarly, if a root converges into another root, SMAC will discard one of them +to only keep one root. When the optimizer has finished, +:py:class:`SMAC_GUI` will proceed to the final +``Shape and Evaluation`` tab. + +.. figure:: images/Showcase_Beam_SMAC_ShapesEval.png + :width: 600 + :alt: shapes and evaluation tab in smac + :align: center + :figclass: align-center + + ``Shape and Evaluation`` tab in + :py:class:`SMAC_GUI` + +The ``Shape and Evaluation`` tab shows the final root list table, consisting of +the frequency and damping values that the optimizer converged on. Modes can +be selected or deselected from the final root set by checking or unchecking the +checkbox in the ``Selection`` column of the table. If additional modes occur in +the data that were not captured in the initial root list, they can be added +manually by clicking on the ``Add`` button. Likewise, if roots are found to +be incorrect, they can be selected in the table and deleted by pressing the +``Delete`` button. Resynthesis of frequency response functions or mode indicator +functions can be performed by checking the boxes in the ``Synthesis`` area of +the windows. Additional options for using residuals or collapsing complex +modes to real modes can also be found there. Clicking the ``Resynthesize FRFs`` +button will trigger the resynthesis. + +Clicking the ``Resynthesize FRFs`` button will also bring up a +:py:class:`GUIPlot` window plotting the +selected resynthesis quantities. + +.. figure:: images/Showcase_Beam_SMAC_Resynth.png + :width: 600 + :alt: resynthesized cmifs from smac + :align: center + :figclass: align-center + + Resynthesis of the CMIF using the fit modes and residuals compared to CMIF + computed from the original frequency response functions. + +The :py:class:`SMAC_GUI` ``Add`` button +brings up the ``Add Root`` dialog box. We will cover this briefly, as its usage +can be somewhat unintutive. In essence, the user is acting as the optimizer +while SMAC solves for the correlation coefficient over ranges of frequency +and damping values. + +When the ``Add Root`` dialog appears, the initial frequency range is set to the +entire frequency range, and the initial damping range is set to the parameters +used in the ``Autofit Root`` tab. The number of samples across the frequency +and damping axes are also taken from the values on this tab, though they can +be changed. The top image in the dialog box shows a 2D correlation coefficient +plot where lighter colors correspond to a larger correlation coefficient. +The goal is to zoom in on the image (tightening frequency and damping tolerances) +until we converge on a peak in the correlation coefficient, which should +correspond to a mode of our system. + +.. figure:: images/Showcase_Beam_SMAC_AddRoot_Initial.png + :width: 600 + :alt: add root dialog + :align: center + :figclass: align-center + + Add Root dialog showing the initial optimization range spanning the entire + frequency range. + +Normally, we will know approximately the frequency range in which we are +targetting a mode, either from a peak in a mode indicator function or a poor +frequency response function resynthesis in a given frequency band. While in the +present case, SMAC has converged on all modes of the system in the bandwidth, +we will *pretend* that it has missed the fifth mode. From the CMIF, we can see +that the fifth mode should be somewhere between 3550 and 3600 Hz, so we can +set that as th initial frequency range and click the ``Recompute Correlation`` +button. + +.. figure:: images/Showcase_Beam_SMAC_AddRoot_FreqRange_Lin.png + :width: 600 + :alt: add root dialog after setting an initial frequency range + :align: center + :figclass: align-center + + Add Root dialog after setting an initial frequency range and recomputing + the correlation coefficient + +There clearly is a peak in this region, given the large swath of white +color on the image. We can see in the text on the right side of the window that +the maximum correlation in the image is currently 0.998 with a frequency at +3575 Hz and a damping value of 0.487%. However, it can be difficult to identify +this position on the image due to the limited contrast available using the +linear colormap. If we instead switch the colormap from ``Linear`` to ``Log``, +we will see a much sharper peak that we can zoom into. + +.. figure:: images/Showcase_Beam_SMAC_AddRoot_FreqRange_Log.png + :width: 600 + :alt: add root dialog after setting an initial frequency range, log scaled + :align: center + :figclass: align-center + + Add Root dialog after setting an initial frequency range and recomputing + the correlation coefficient, visualized with logarithmic colormap + +Clearly this ``Log`` view of the correlation coefficient more accurately +pin-points the location of the peak correlation coefficient. In general, +the ``Linear`` colormap is more useful when performing rough finding of peaks +in the data, and the ``Log`` colormap is more useful when performing the final +"hone in" on the peak. + +To converge on the peak, we can simply zoom in on the image and click the +``Recompute Correlation`` button. We can do this until we reach our desired +convergence tolerance. Note, however, that eventually we will reach numerical +precision and the colormap will break down. If this happens, simply zoom out +a bit and ``Recompute Correlation``. + +.. figure:: images/Showcase_Beam_SMAC_AddRoot_Converged.png + :width: 600 + :alt: add root dialog converged + :align: center + :figclass: align-center + + Add Root dialog after converging on a frequency and damping. + +Clicking the ``Save`` button on the dialog will then close the dialog and add +the mode to the table. We can see that this mode has a slightly higher +correlation coefficient than the original mode found by the optimizer, so we +could select that row and press the ``Delete`` button to ensure that the mode +isn't included twice. Again we can plot the mode shapes by pressing the ``Plot Shapes`` +button (be sure to click the ``Resynthesize FRFs`` button first, which will +create the shapes, otherwise a dialog will appear telling you the shapes have not +been created yet). + +Finally we can write the shapes to disk. We will then save the shape files to +disk by clicking the ``Save Shapes`` +button. We will save the shapes to a file ``shapes_smac.npy``. + +Comparing Modes +--------------- + +In many modal analysis workflows we wish to compare shapes to each other. For +example, we may wish to compare shapes from a finite element model to those from +a test. Or perhaps we may wish to compare two sets of shapes from a model that +has varying parameters. SDynPy offers several ways to easily compare modes. + +First, let's load the modal data from the previous modal analyses. We will +use the :py:func:`sdpy.shape.load` +function targetting the file names from the previous analyses. If the files +are not in the current working directory, a full path will need to be provided. + +.. code-block:: python + + shapes_polypy = sdpy.shape.load('shapes_polypy.npy') + shapes_smac = sdpy.shape.load('shapes_smac.npy') + +To compare modes, we often need to first figure out which modes in each dataset +correspond to one another. Especially if closely spaced modes exist, there may +be mode order changes, so we cannot always compare the first mode in the first +data set with the first mode of the second. Especially when comparing model +to test data, there may be rigid body modes from the model that were not measured +in the test. Mode correspondences are often assigned via shape, often using a +metric such as the Modal Assurance Criterion (MAC) matrix. + +SDynPy can construct a MAC matrix easily using the +:py:func:`sdpy.shape.mac` function. The matrix +can be plotted using the +:py:func:`sdpy.matrix_plot` +function. + +.. code-block:: python + + # Compute MACs + mac_polypy = sdpy.shape.mac(shapes,shapes_polypy) + mac_smac = sdpy.shape.mac(shapes,shapes_smac) + # Create a figure + fig,ax = plt.subplots(1,2,num='MAC Matrices',sharey=True,sharex=True) + # Plot the PolyPy MAC + sdpy.matrix_plot(mac_polypy,ax=ax[0]) + ax[0].set_ylabel('FEM Shapes') + ax[0].set_xlabel('PolyPy Shapes') + # Plot the SMAC MAC + sdpy.matrix_plot(mac_smac,ax=ax[1]) + ax[1].set_ylabel('') + ax[1].set_xlabel('SMAC Shapes') + +.. figure:: images/Showcase_Beam_MAC.png + :width: 600 + :alt: mac matrices between fit shapes and fem shapes + :align: center + :figclass: align-center + + MAC between fit shapes and finite element shapes. + +The frequency and damping ratios are also often compared. The +:py:func:`sdpy.shape.shape_comparison_table` +function is useful for this. We can pass in two sets of shapes to see the +tabulated differences in the parameters. First we will need to extract the +shape correspondences. + +.. code-block:: python + + polypy_correspondences = np.where(mac_polypy > 0.9) + smac_correspondences = np.where(mac_smac > 0.9) + +Then we can print the mode tables. We will adjust the formatting of the percent +errors to give more decimal places, as the default will only plot one decimal +place, resulting in all frequencies having 0.0% error. + +.. code-block:: python + + print(sdpy.shape.shape_comparison_table( + shapes[polypy_correspondences[0]], + shapes_polypy[polypy_correspondences[1]], + percent_error_format='{:0.3f}%')) + +This results in printing the following table. + +.. code-block:: + + Mode Freq 1 (Hz) Freq 2 (Hz) Freq Error Damp 1 Damp 2 Damp Error MAC + 1 648.56 648.71 -0.024% 0.50% 0.51% -1.064% 100 + 2 1297.12 1296.95 0.014% 0.50% 0.50% -0.307% 100 + 3 1787.81 1787.95 -0.008% 0.50% 0.51% -2.028% 100 + 4 3504.98 3505.09 -0.003% 0.50% 0.49% 1.672% 100 + 5 3575.61 3576.11 -0.014% 0.50% 0.49% 2.010% 100 + +The identical analysis is performed for the SMAC dataset. + +.. code-block:: python + + print(sdpy.shape.shape_comparison_table( + shapes[smac_correspondences[0]], + shapes_smac[smac_correspondences[1]], + percent_error_format='{:0.3f}%')) + +Which results in + +.. code-block:: + + Mode Freq 1 (Hz) Freq 2 (Hz) Freq Error Damp 1 Damp 2 Damp Error MAC + 1 648.56 648.65 -0.014% 0.50% 0.55% -9.198% 100 + 2 1297.12 1297.13 -0.001% 0.50% 0.51% -2.900% 100 + 3 1787.81 1787.75 0.003% 0.50% 0.53% -6.121% 100 + 4 3504.98 3504.82 0.005% 0.50% 0.49% 2.564% 100 + 5 3575.61 3575.63 -0.001% 0.50% 0.51% -1.750% 100 + +We can see that SMAC has perhaps identified frequencies more accurately, but +was less accurate on the damping estimates. Note that these are not general +rules and likely depend on the parameters selected in each curve fitting tool. +Note that both curve fitters have identified the modes very accurately. + +While the MAC can give a rough idea of how correlated pairs of shapes are, it +does not give an intuitive view of how the shapes are different. For this, we +would often like to plot the shapes on top of one another. We can also do this +easily in SDynPy with the +:py:func:`sdpy.Geometry.overlay_geometries` +and +:py:func:`sdpy.shape.overlay_shapes` +functions. +Note that the +:py:func:`sdpy.shape.overlay_shapes` +function will automatically call the +:py:func:`sdpy.Geometry.overlay_geometries` +functions, so if we are comparing shapes, we only need to call the latter function. +We simply give the function a set of geometries and a set of shapes to overlay, +and we can additionally specify colors to override so we can identify which is +which. Because the fit shapes and finite element shapes share the same geometry, +we simply pass it twice. + +.. code-block:: python + + # Overlay shapes + overlaid_geometry,overlaid_shapes = sdpy.shape.overlay_shapes( + (geometry,geometry), + (shapes[polypy_correspondences[0]],shapes_polypy[polypy_correspondences[1]]), + color_override=[1,7]) + # Plot the overlaid shapes + overlaid_geometry.plot_shape(overlaid_shapes) + +.. figure:: images/Showcase_Beam_Mode_Comparison_Animation.gif + :width: 600 + :alt: mode shape comparison animation + :align: center + :figclass: align-center + + Finite element (green) and fit (blue) shapes overlaid. + +Adding Another Beam +------------------- + +Let's make our system more complicated by adding an additional beam. We can +demonstrate some of SDynPy's more advanced features by combining the two +structures together. This beam will be half as long as the previous beam and +connect at a right angle to the end of the first beam. + +.. code-block:: python + + system_2,geometry_2 = sdpy.System.beam( + length = 0.1, # Meters + width = 0.01, # Meters + height = 0.005, # Meters + num_nodes = 11, + material='steel') + +We will modify the geometry of this second beam by rotating its coordinate +system. We will also change the color of the traceline so it is more +distinguishable from the initial beam. + +.. code-block:: python + + geometry_2.coordinate_system.matrix[0,:3,:3] = np.array([[0,1,0], + [0,0,1], + [1,0,0]]) + geometry_2.traceline.color = 7 + +If we plot the geometry, we can now see that it is oriented 90 degrees to the +original geometry. We can use the +:py:func:`sdpy.Geometry.overlay_geometries` +function to quickly produce a combined geometry which to plot. We will also have +the system return a ``node_id_offset``, which we can use to offset the degrees +of freedom of our systems so they remain consistent with the geometry. This is +needed because the +:py:func:`sdpy.Geometry.overlay_geometries` +function offsets the node numbers so there are no conflicts between the two +geometries. + +.. code-block:: python + + # Overlay geometry and plot + combined_geometry,node_id_offset = sdpy.Geometry.overlay_geometries( + (geometry,geometry_2), + return_node_id_offset=True) + # Plot the combined geometry + combined_geometry.plot() + +.. figure:: images/Showcase_Beam_Geometry_2.png + :width: 600 + :alt: second geometry + :align: center + :figclass: align-center + + Geometry of the two-beam system. + +Now let's think about combining the systems. First, let's add some damping to +the systems. We saw previously that we had some issues with the undamped systems +not being equivalent to shapes, as well as having potentially infinite displacement. +We can add some approximate damping to the +system such that when a modal transformation is performed, it will result in +modal damping. The :py:class:`System` object +has an +:py:func:`assign_modal_damping` +method that is useful for doing this. + +.. code-block:: python + + damped_system = system.copy() + damped_system.assign_modal_damping(0.005) + damped_system_2 = system_2.copy() + damped_system_2.assign_modal_damping(0.005) + +With damping added, we can concatenate the systems together using the +:py:func:`concatenate` class +method of :py:class:`System`. Note that this +does not actually attach either structure to the other. It simply puts them in +the same :py:class:`System` object. If we +examine the system matrices, we will see there is no coupling between any +degrees of freedom on the first beam to the second beam. Note that the +:py:func:`concatenate` +function accepts the ``node_id_offset`` from the +:py:func:`sdpy.Geometry.overlay_geometries` +function. + +.. code-block:: python + + combined_system = sdpy.System.concatenate((damped_system,damped_system_2), + node_id_offset) + # Plot the combined system matrices + fig,ax = plt.subplots(2,2,num='Combined System Matrices',figsize=(8,6)) + ax = ax.flatten() + # Transformation + timg = ax[0].imshow(combined_system.transformation) + ax[0].set_title('Transformation') + ax[0].set_ylabel('Physical DoF') + ax[0].set_xlabel('Physical DoF') + plt.colorbar(timg,ax=ax[0]) + # Mass + mimg = ax[1].imshow(combined_system.mass) + ax[1].set_title('Mass') + ax[1].set_ylabel('Physical DoF') + ax[1].set_xlabel('Physical DoF') + plt.colorbar(mimg,ax=ax[1]) + # Damping + dimg = ax[2].imshow(combined_system.damping) + ax[2].set_title('Damping') + ax[2].set_ylabel('Physical DoF') + ax[2].set_xlabel('Physical DoF') + plt.colorbar(dimg,ax=ax[2]) + # Stiffness + simg = ax[3].imshow(combined_system.stiffness) + ax[3].set_title('Stiffness') + ax[3].set_ylabel('Physical DoF') + ax[3].set_xlabel('Physical DoF') + plt.colorbar(simg,ax=ax[3]) + fig.tight_layout() + +.. figure:: images/Showcase_Beam_Combined_System_Matrices.png + :width: 600 + :alt: second geometry + :align: center + :figclass: align-center + + System matrices for the combined two beam system. + +We can also verify by computing mode shapes or frequency responses. We can +see that each mode shape generally consists of motion of only one structure, +meaning the two systems are not connected. + +.. code-block:: python + + combined_shapes = combined_system.eigensolution() + combined_geometry.plot_shape(combined_shapes) + +.. figure:: images/Showcase_Beam_Mode_Combined_Unconstrained_Animation_1.gif + :width: 600 + :alt: combined mode beam 1 + :align: center + :figclass: align-center + + Combined mode showing motion on just the first beam + +.. figure:: images/Showcase_Beam_Mode_Combined_Unconstrained_Animation_2.gif + :width: 600 + :alt: combined mode beam 2 + :align: center + :figclass: align-center + + Combined mode showing motion on just the second beam + +We can also verify with frequency response functions. For example, we can +compute a frequency response function between the end of one beam to the end +of the other beam and verify that it is identically zero. We can first check +to see the degrees of freedom of the beam. + +.. code-block:: python + + combined_geometry.plot_coordinate(label_dofs=True) + +.. figure:: images/Showcase_Beam_Combined_Coordinates.png + :width: 600 + :alt: combined geometry degrees of freedom + :align: center + :figclass: align-center + + Degrees of freedom in the combined model + +Then we can compute frequency response functions between the two structures and +verify they are zero. + +.. code-block:: python + + combined_frf = combined_system.frequency_response( + frequency_lines, + sdpy.coordinate_array(string_array='121Y+'), + sdpy.coordinate_array(string_array='211Z+')) + +.. code-block:: console + + In [68]: combined_frf.ordinate + Out[68]: + array([[[0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, + ... + 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j, 0.+0.j]]]) + +Note in the coordinate plot that because we have rotated the beams, the degrees +of freedom do not necessarily match between the two systems. At the coincident +nodes, degree of freedom ``101Z+`` is not equivalent to ``201Z+``, but instead +it is equivalent ``201Y+``. + +Applying Constraints to the System +---------------------------------- + +In order to make the system behave as one structure instead of two separate +structures, we must apply constraints to the system. For example, we have +just identified that degrees of freedom ``101Z+`` and ``201Y+`` correspond +to the same position in space moving the same direction, so we should constrain +them to move together. We should apply similar constraints to the other +translations and rotations at that location. While SDynPy has the ability to +apply constraints directly to degrees of freedom in this way using the +:py:func:`substructure_by_coordinate` +method of the :py:class:`System` +object, it can also apply constraints automatically based on coincident geometry +using the +:py:func:`substructure_by_position` +class method of the :py:class:`System`. +This latter method will automatically determine which nodes are coincident, +as well as handle the different coordinate systems between the two systems. + +.. code-block:: python + + constrained_system,constrained_geometry = sdpy.system.substructure_by_position( + (damped_system,damped_system_2), + (geometry,geometry_2)) + +If we compare our constrained system to the simply combined system, we will see +that they have the same number of physical degrees of freedom, but the +constrained system has six fewer internal degrees of freedom. These are lost +due to the application of six constraints combining the rotational and +translational degrees of freedom together. Each constraint removes one way the +system can move. + +.. code-block:: console + + In [69]: combined_system + Out[69]: System with 192 DoFs (192 internal DoFs) + + In [70]: constrained_system + Out[70]: System with 192 DoFs (186 internal DoFs) + +Now if we compute mode shapes or frequency response functions on this constrained +system, we should see the two structures moving together. Additionally, if you +apply a force to the first beam, the second beam will begin to move. + +.. code-block:: python + + constrained_shapes = constrained_system.eigensolution() + constrained_geometry.plot_shape(constrained_shapes) + + constrained_frf = constrained_system.frequency_response( + frequency_lines, + sdpy.coordinate_array(string_array='121Y+'), + sdpy.coordinate_array(string_array='211Z+')) + + constrained_frf.plot() + +.. figure:: images/Showcase_Beam_Mode_Constrained_Animation.gif + :width: 600 + :alt: mode of the constrained system + :align: center + :figclass: align-center + + Constrained mode showing motion on both beams + + +.. figure:: images/Showcase_Beam_Constrained_FRF.png + :width: 600 + :alt: frf of the constrained system + :align: center + :figclass: align-center + + Frequency response function of the constrained system + +For more advanced substructuring examples in SDynPy, see the example on the +`Transmission Simulator Method `_. + +Frequency-Based Substructuring +------------------------------ + +In addition to assembling system matrices we can also perform substructuring +in the frequency domain. We will need frequency response functions for all +connection degrees of freedom, as well as the frequency response functions we +wish to compute in the assembled system. + +.. code-block:: python + + # Get the interface frfs + interface_dofs = sdpy.coordinate_array( + [101,201],['X+','Y+','Z+','RX+','RY+','RZ+'], + force_broadcast=True) + + # Get the frfs that we want to compute in the constrained systems + response_dofs = sdpy.coordinate_array(string_array=['121Y+']) + reference_dofs = sdpy.coordinate_array(string_array=['211Z+']) + + # Compute unconstrained frequency response functions + combined_frf = combined_system.frequency_response( + frequency_lines, + responses = np.concatenate((interface_dofs,response_dofs)), + references = np.concatenate((interface_dofs,reference_dofs))) + +To perform the substructuring, we will have to assemble the degree of freedom +pairs that we wish to constrain, similar to what we would have had to have done +had we used the +:py:func:`substructure_by_coordinate` +method of the :py:class:`System` +object instead of the +:py:func:`substructure_by_position` +class method of the :py:class:`System`. The +:py:class:`TransferFunctionArray` +class also has a +:py:func:`substructure_by_coordinate` +method that accepts degree of freedom pairs that will be used to apply +constraints. + +.. code-block:: python + + dof_pairs = sdpy.coordinate_array( + string_array = [['101Z+','201Y+'], + ['101Y+','201X+'], + ['101X+','201Z+'], + ['101RZ+','201RY+'], + ['101RY+','201RX+'], + ['101RX+','201RZ+']]) + + # Perform substructuring + constrained_frf_ss = combined_frf.substructure_by_coordinate(dof_pairs) + +We can then compare frequency response functions across between the systems +to those computed from the combined system matrices to ensure they give the +same result. SDynPy's book-keeping capabilities are useful here. We can index +the frequency response functions with a +:py:class:`CoordinateArray` +object to pull out the desired function. We can get this +:py:class:`CoordinateArray` +directly from the function against which we wish to compare, to ensure we are +comparing identical degrees of freedom. The +:py:class:`GUIPlot` will allow easy comparisons +between functions. + +.. code-block:: python + + # Get the coordinates + compare_coordinates = constrained_frf.coordinate + + # Extract the correct functions by indexing with the coordinates + constrained_frf_compare = constrained_frf_ss[compare_coordinates] + + # Plot the comparison + sdpy.GUIPlot(constrained_frf,constrained_frf_compare) + +.. figure:: images/Showcase_Beam_FBS_Results.png + :width: 600 + :alt: frf of the constrained system compared to that constructed by fbs + :align: center + :figclass: align-center + + Frequency response comparison between the coupled system and frequency-based + substructuring, showing identical results. + +We can see that the results compare identically to the previous case of +constraining the system matrices and then computing frequency response functions +from the constrained system. \ No newline at end of file diff --git a/docs/source/usage.rst b/docs/source/usage.rst index eafbff5..6ddb2d2 100644 --- a/docs/source/usage.rst +++ b/docs/source/usage.rst @@ -6,7 +6,11 @@ Usage Installation ------------ -Forthcoming... +SDynPy can be installed with ``pip`` + +:: + + pip install sdynpy SDynPy Overview --------------- diff --git a/src/sdynpy/__init__.py b/src/sdynpy/__init__.py index 857c3fe..9a370ec 100644 --- a/src/sdynpy/__init__.py +++ b/src/sdynpy/__init__.py @@ -23,7 +23,7 @@ from .fem import sdynpy_beam as beam from .fem import sdynpy_shaker as shaker from .fem import sdynpy_dof as dof -from .signal_processing import frf, cpsd, integration, correlation, complex, rotation, generator, camera, harmonic +from .signal_processing import frf, cpsd, integration, correlation, complex, rotation, generator, camera, harmonic, geometry_fitting from .modal import PolyPy, SMAC, PolyPy_GUI, SMAC_GUI, compute_residues, compute_shapes, SignalProcessingGUI, ColoredCMIF from . import doc diff --git a/src/sdynpy/core/sdynpy_geometry.py b/src/sdynpy/core/sdynpy_geometry.py index 9570d44..0d9687e 100644 --- a/src/sdynpy/core/sdynpy_geometry.py +++ b/src/sdynpy/core/sdynpy_geometry.py @@ -179,7 +179,6 @@ MAX_NUMBER_REPR = 100 - class GeometryPlotter(pvqt.BackgroundPlotter): """Class used to plot geometry @@ -2297,7 +2296,6 @@ def by_grid(self, grid_spacing, x_min=None, y_min=None, z_min=None, candidate_node_ids = np.unique(candidate_nodes.id) return candidate_nodes(candidate_node_ids) - def node_array(id=1, coordinate=np.array((0, 0, 0)), color=1, def_cs=1, disp_cs=1, structured_array=None): """ diff --git a/src/sdynpy/core/sdynpy_system.py b/src/sdynpy/core/sdynpy_system.py index 575568e..80850ff 100644 --- a/src/sdynpy/core/sdynpy_system.py +++ b/src/sdynpy/core/sdynpy_system.py @@ -38,7 +38,6 @@ import netCDF4 as nc4 import matplotlib.pyplot as plt - class System: """Matrix Equations representing a Structural Dynamics System""" @@ -550,6 +549,33 @@ def frequency_response(self, frequencies, responses=None, references=None, outer_product(output_coordinates, input_coordinates)) return frf + def assign_modal_damping(self,damping_ratios): + """ + Assigns a damping matrix to the system that results in equivalent + modal damping + + Parameters + ---------- + damping_ratios : ndarray + An array of damping values to assign to the system + + Returns + ------- + None. + + """ + damping_ratios = np.array(damping_ratios) + if damping_ratios.ndim == 1: + shapes = self.eigensolution(num_modes = damping_ratios.size) + else: + shapes = self.eigensolution() + shapes.damping = damping_ratios + # Compute the damping matrix + modal_system = shapes.system() + shape_pinv = np.linalg.pinv(modal_system.transformation.T) + full_damping_matrix = shape_pinv@modal_system.damping@shape_pinv.T + self.damping[:] = full_damping_matrix + def save(self, filename): """ Saves the system to a file diff --git a/src/sdynpy/fileio/sdynpy_vic.py b/src/sdynpy/fileio/sdynpy_vic.py index 6fa7199..30877cc 100644 --- a/src/sdynpy/fileio/sdynpy_vic.py +++ b/src/sdynpy/fileio/sdynpy_vic.py @@ -31,7 +31,6 @@ REPORT_TIME = 5 - def extract_vic_cal_parameters(z3d_file): """ Extracts camera calibration parameters from a VIC3D .z3d file. @@ -311,6 +310,8 @@ def read_vic3D_mat_files(files, read_3D=True, read_2D=False, read_quality=False, # Set up variables variable_array = {} variable_array['sigma'] = np.empty((total_dofs, total_times)) + variable_array['x'] = np.empty(total_dofs) + variable_array['y'] = np.empty(total_dofs) if read_3D: variable_array['X'] = np.empty((total_dofs)) variable_array['Y'] = np.empty((total_dofs)) @@ -319,8 +320,6 @@ def read_vic3D_mat_files(files, read_3D=True, read_2D=False, read_quality=False, variable_array['V'] = np.empty((total_dofs, total_times)) variable_array['W'] = np.empty((total_dofs, total_times)) if read_2D: - variable_array['x'] = np.empty(total_dofs) - variable_array['y'] = np.empty(total_dofs) variable_array['u'] = np.empty((total_dofs, total_times)) variable_array['v'] = np.empty((total_dofs, total_times)) variable_array['q'] = np.empty((total_dofs, total_times)) @@ -364,18 +363,26 @@ def read_vic3D_mat_files(files, read_3D=True, read_2D=False, read_quality=False, node_numbers[aoi_slice] = np.arange(num_nodes) + (i + 1) * 10**node_length + 1 # Start accumulating output variables output_variables = [] + # Create the 2D geometry regardless, used for element triangulation + node_positions = np.array([variable_array[val] for val in 'xy']) + node_positions = np.concatenate( + [node_positions, np.zeros((1, node_positions.shape[-1]))], axis=0) + geometry_2D = Geometry( + node_array(node_numbers, node_positions.T), + coordinate_system_array(1)) + # Create triangulation + element_arrays = [geometry_2D.node[aoi_slice].triangulate( + geometry_2D.coordinate_system, condition_threshold=element_triangulation_condition) for aoi_slice in aoi_slices + if geometry_2D.node[aoi_slice].size > 3] + for i in range(len(element_arrays)): + element_arrays[i].color = element_color_order[i % len(element_color_order)] + geometry_2D.element = np.concatenate(element_arrays) if read_3D: # Create the geometry node_positions = np.array([variable_array[val] for val in 'XYZ']) geometry_3D = Geometry( - node_array(node_numbers, node_positions.T / 1000), # Convert from mm to meters + node_array(node_numbers, node_positions.T), coordinate_system_array(1)) - # Create triangulation - element_arrays = [geometry_3D.node[aoi_slice].triangulate( - geometry_3D.coordinate_system, condition_threshold=element_triangulation_condition) for aoi_slice in aoi_slices - if geometry_3D.node[aoi_slice].size > 3] - for i in range(len(element_arrays)): - element_arrays[i].color = element_color_order[i % len(element_color_order)] geometry_3D.element = np.concatenate(element_arrays) output_variables.append(geometry_3D) # Create time history @@ -385,22 +392,8 @@ def read_vic3D_mat_files(files, read_3D=True, read_2D=False, read_quality=False, timesteps = np.arange(total_times) * dt time_data_3D = data_array(FunctionTypes.TIME_RESPONSE, timesteps, node_displacements, node_dofs[:, np.newaxis]) - output_variables.append(time_data_3D / 1000) # Convert from mm to meters + output_variables.append(time_data_3D) if read_2D: - # Create the geometry - node_positions = np.array([variable_array[val] for val in 'xy']) - node_positions = np.concatenate( - [node_positions, np.zeros((1, node_positions.shape[-1]))], axis=0) - geometry_2D = Geometry( - node_array(node_numbers, node_positions.T), - coordinate_system_array(1)) - # Create triangulation - element_arrays = [geometry_2D.node[aoi_slice].triangulate( - geometry_2D.coordinate_system, condition_threshold=element_triangulation_condition) for aoi_slice in aoi_slices - if geometry_2D.node[aoi_slice].size > 3] - for i in range(len(element_arrays)): - element_arrays[i].color = element_color_order[i % len(element_color_order)] - geometry_2D.element = np.concatenate(element_arrays) output_variables.append(geometry_2D) # Create time history node_displacements = np.array([variable_array[val] diff --git a/src/sdynpy/modal/sdynpy_signal_processing_gui.py b/src/sdynpy/modal/sdynpy_signal_processing_gui.py index c4c1032..3d71661 100644 --- a/src/sdynpy/modal/sdynpy_signal_processing_gui.py +++ b/src/sdynpy/modal/sdynpy_signal_processing_gui.py @@ -1145,7 +1145,7 @@ def showWindowedTimeHistory(self): def saveWindowedTimeHistory(self): filename, file_filter = QtWidgets.QFileDialog.getSaveFileName( - self, 'Select File to Save Windowed Time Data', filter='Numpy File (*.npy)') + self, 'Select File to Save Windowed Time Data', filter='Numpy File (*.npz)') if filename == '': return self.windowed_time_data.save(filename) @@ -1155,7 +1155,7 @@ def showFRF(self): def saveFRF(self): filename, file_filter = QtWidgets.QFileDialog.getSaveFileName( - self, 'Select File to Save FRF Data', filter='Numpy File (*.npy)') + self, 'Select File to Save FRF Data', filter='Numpy File (*.npz)') if filename == '': return self.frf_data.save(filename) @@ -1165,7 +1165,7 @@ def showCoherence(self): def saveCoherence(self): filename, file_filter = QtWidgets.QFileDialog.getSaveFileName( - self, 'Select File to Save Coherence Data', filter='Numpy File (*.npy)') + self, 'Select File to Save Coherence Data', filter='Numpy File (*.npz)') if filename == '': return self.coherence_data.save(filename) @@ -1175,7 +1175,7 @@ def showAutospectra(self): def saveAutospectra(self): filename, file_filter = QtWidgets.QFileDialog.getSaveFileName( - self, 'Select File to Save Autospectra Data', filter='Numpy File (*.npy)') + self, 'Select File to Save Autospectra Data', filter='Numpy File (*.npz)') if filename == '': return self.autospectra_data.save(filename) @@ -1185,7 +1185,7 @@ def showCrossspectra(self): def saveCrossspectra(self): filename, file_filter = QtWidgets.QFileDialog.getSaveFileName( - self, 'Select File to Save Crosspectra Data', filter='Numpy File (*.npy)') + self, 'Select File to Save Crosspectra Data', filter='Numpy File (*.npz)') if filename == '': return self.crossspectra_data.save(filename) @@ -1239,10 +1239,10 @@ def plotDeflection(self): def loadData(self): try: filename, file_filter = QFileDialog.getOpenFileName( - self, 'Select Time History File', filter='Numpy (*.npy);;Rattlesnake (*.nc4)') + self, 'Select Time History File', filter='Numpy (*.npz);;Rattlesnake (*.nc4)') if filename == '': return - if file_filter == 'Numpy (*.npy)': + if file_filter == 'Numpy (*.npz)': self.time_history_data = TimeHistoryArray.load(filename) self.initialize_ui() elif file_filter == 'Rattlesnake (*.nc4)': diff --git a/src/sdynpy/signal_processing/__init__.py b/src/sdynpy/signal_processing/__init__.py index 7b99892..b27a7e8 100644 --- a/src/sdynpy/signal_processing/__init__.py +++ b/src/sdynpy/signal_processing/__init__.py @@ -25,3 +25,4 @@ from . import sdynpy_rotation as rotation from . import sdynpy_camera as camera from . import sdynpy_harmonic as harmonic +from . import sdynpy_geometry_fitting as geometry_fitting \ No newline at end of file diff --git a/src/sdynpy/signal_processing/sdynpy_correlation.py b/src/sdynpy/signal_processing/sdynpy_correlation.py index 8258db8..70f426c 100644 --- a/src/sdynpy/signal_processing/sdynpy_correlation.py +++ b/src/sdynpy/signal_processing/sdynpy_correlation.py @@ -27,7 +27,6 @@ # Look at FRAC and TRAC values - def mac(phi_1, phi_2=None): if phi_2 is None: phi_2 = phi_1 @@ -60,7 +59,29 @@ def trac(th_1, th_2=None): th_1_flattened.conj(), axis=-1)) * np.sum(th_2_flattened * th_2_flattened.conj(), axis=-1)) return trac.reshape(th_1_original_shape[:-1]) +def msf(shapes,reference_shapes = None): + if reference_shapes is None: + reference_shapes = shapes + output = (np.einsum('...ij,...ij->...j',shapes,reference_shapes.conj())/ + np.einsum('...ij,...ij->...j',reference_shapes,reference_shapes.conj())) + return output +def orthog(shapes_1,mass_matrix,shapes_2 = None,scaling = None): + if not scaling in ['none','unity',None]: + raise ValueError('Invalid scaling, should be one of "none", "unity", or None') + if shapes_2 is None: + shapes_2 = shapes_1 + mat = np.moveaxis(shapes_1,-2,-1) @ mass_matrix @ shapes_2 + if scaling == 'unity': + diagonal = np.einsum('...ii->...i',mat) + scaling = 1/np.sqrt(diagonal) + scaling_matrix = np.zeros(mat.shape) + scaling_matrix[..., + np.arange(scaling_matrix.shape[-2]), + np.arange(scaling_matrix.shape[-1])] = scaling + mat = scaling_matrix @ mat @ scaling_matrix + return mat + def matrix_plot(shape_matrix, ax=None, display_values=(0.1, 1.1), text_size=12, vmin=0, vmax=1, boundaries=None): if boundaries is None: diff --git a/src/sdynpy/signal_processing/sdynpy_geometry_fitting.py b/src/sdynpy/signal_processing/sdynpy_geometry_fitting.py new file mode 100644 index 0000000..d544537 --- /dev/null +++ b/src/sdynpy/signal_processing/sdynpy_geometry_fitting.py @@ -0,0 +1,127 @@ +# -*- coding: utf-8 -*- +""" +Functions to fit geometry to point data + +This module defines a Geometry object as well as all of the subcomponents of +a geometry object: nodes, elements, tracelines and coordinate system. Geometry +plotting is also handled in this module. + +Copyright 2022 National Technology & Engineering Solutions of Sandia, +LLC (NTESS). Under the terms of Contract DE-NA0003525 with NTESS, the U.S. +Government retains certain rights in this software. + +This program is free software: you can redistribute it and/or modify +it under the terms of the GNU General Public License as published by +the Free Software Foundation, either version 3 of the License, or +(at your option) any later version. + +This program is distributed in the hope that it will be useful, +but WITHOUT ANY WARRANTY; without even the implied warranty of +MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +GNU General Public License for more details. + +You should have received a copy of the GNU General Public License +along with this program. If not, see . +""" + + +import numpy as np +import scipy.optimize as opt + +def cone_fit(points,origin,direction,angle): + a = origin + p = points + n = direction + height = np.einsum('...i,i->...',(a - p),n) + distance = np.linalg.norm((a-p) - (height[:,np.newaxis])*n,axis=1) + expected_distance = -np.tan(angle)*height + return np.linalg.norm((distance-expected_distance)) + +def create_cone(ncircum,naxial,height,angle,origin,direction): + circum_angles = np.linspace(0,2*np.pi,ncircum,endpoint=False) + heights = np.linspace(0,height,naxial+1)[1:] + points = [] + for i,cangle in enumerate(circum_angles): + for j,h in enumerate(heights): + radius = np.tan(angle)*h + points.append([np.sin(cangle)*radius,np.cos(cangle)*radius,h]) + points = np.array(points) + rotation_matrix_z = direction/np.linalg.norm(direction) + rotation_matrix_y = np.cross(rotation_matrix_z,[1.0,0.0,0.0]) + if np.linalg.norm(rotation_matrix_y) < 1e-10: + rotation_matrix_x = np.cross([0.0,1.0,0.0],rotation_matrix_z) + rotation_matrix_x /= np.linalg.norm(rotation_matrix_x) + rotation_matrix_y = np.cross(rotation_matrix_z,rotation_matrix_x) + rotation_matrix_y /= np.linalg.norm(rotation_matrix_y) + else: + rotation_matrix_y /= np.linalg.norm(rotation_matrix_y) + rotation_matrix_x = np.cross(rotation_matrix_y,rotation_matrix_z) + rotation_matrix_x /= np.linalg.norm(rotation_matrix_x) + R = np.array((rotation_matrix_x,rotation_matrix_y,rotation_matrix_z)).T + new_points = ((R@points.T).T+origin) + return new_points + +def cone_error_fn_fixed_angle(points,angle): + return lambda x: cone_fit(points,x[:3],x[3:],angle) + +def cone_error_fn_free_angle(points): + return lambda x: cone_fit(points,x[:3],x[3:6],x[6]) + +def fit_cone_fixed_angle(points,angle): + opt_fn = cone_error_fn_fixed_angle(points,angle) + origin_guess = np.mean(points,axis=0) + u,s,vh = np.linalg.svd(points-origin_guess) + direction_guess = vh[0] + x0_1 = np.concatenate((origin_guess,direction_guess)) + x0_2 = np.concatenate((origin_guess,-direction_guess)) + # Constrain to a unit vector + constraint_eqn = lambda x: np.linalg.norm(x[3:]) + constraint = opt.NonlinearConstraint(constraint_eqn,1.0,1.0) + result_1 = opt.minimize(opt_fn,x0_1,method='trust-constr',constraints = constraint) + result_2 = opt.minimize(opt_fn,x0_2,method='trust-constr',constraints = constraint) + # Figure out which is the better one + result = result_1 if result_1.fun < result_2.fun else result_2 + cone_origin = result.x[:3] + cone_direction = result.x[3:] + return result.fun,cone_origin,cone_direction + +def distance_point_line(points,origin,direction): + return np.linalg.norm(np.cross((points-origin),direction),axis=-1)/np.linalg.norm(direction) + +def distance_point_plane(point,plane_point,plane_direction): + return abs(np.einsum('...i,...i->...',point-plane_point,plane_direction))/np.linalg.norm(plane_direction,axis=-1) + +def cylinder_fit(points,origin,direction,radius): + return np.linalg.norm(distance_point_line(points,origin,direction) - radius) + +def fit_cylinder(points,origin_guess = None,direction_guess = None, radius_guess = None): + opt_fn = lambda x: cylinder_fit(points,x[:3],x[3:6],x[6:7]) + if origin_guess is None: + origin_guess = np.mean(points,axis=0) + if direction_guess is None or direction_guess == 'largest': + u,s,vh = np.linalg.svd(points-origin_guess) + direction_guess = vh[0] + elif direction_guess == 'smallest': + u,s,vh = np.linalg.svd(points-origin_guess) + direction_guess = vh[-1] + if radius_guess is None: + u,s,vh = np.linalg.svd(points-origin_guess) + radius_guess = s[0]/2 + x0 = np.concatenate((origin_guess,direction_guess,[radius_guess])) + # Constrain to a unit vector + constraint_eqn = lambda x: np.linalg.norm(x[3:6]) + constraint = opt.NonlinearConstraint(constraint_eqn,1.0,1.0) + result = opt.minimize(opt_fn,x0,method='trust-constr',constraints = constraint) + origin = result.x[:3] + direction = result.x[3:6] + radius = result.x[6] + return result.fun,origin,direction,radius + +def fit_line_point_cloud(points): + center = np.mean(points,axis=0) + shifted_points = points-center + cov = points.T@shifted_points + evals,evects = np.linalg.eigh(cov) + direction = evects[:,np.argmax(evals)] + direction /= np.linalg.norm(direction) + return lambda t: center+t*direction \ No newline at end of file diff --git a/tests/coordinate_test.py b/tests/coordinate_test.py index 0ef498f..0b731a0 100644 --- a/tests/coordinate_test.py +++ b/tests/coordinate_test.py @@ -244,4 +244,15 @@ def test_outer_product(): [['3Z+', '3Z+'], ['3Z+', '2Y+'], - ['3Z+', '1X+']]], dtype=' Date: Tue, 3 Jan 2023 15:24:17 -0700 Subject: [PATCH 02/10] Update version number --- src/sdynpy/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sdynpy/__init__.py b/src/sdynpy/__init__.py index 9a370ec..ba19f4d 100644 --- a/src/sdynpy/__init__.py +++ b/src/sdynpy/__init__.py @@ -27,7 +27,7 @@ from .modal import PolyPy, SMAC, PolyPy_GUI, SMAC_GUI, compute_residues, compute_shapes, SignalProcessingGUI, ColoredCMIF from . import doc -__version__ = "0.5.1" +__version__ = "0.6.0" # Pull things in for easier access SdynpyArray = array.SdynpyArray From e3b437faf2405563c78341be139134b84a090122 Mon Sep 17 00:00:00 2001 From: Rohe Date: Tue, 3 Jan 2023 15:26:00 -0700 Subject: [PATCH 03/10] Updates --- src/sdynpy/core/sdynpy_geometry.py | 30 +++++------ src/sdynpy/core/sdynpy_system.py | 47 ++++++++++------- src/sdynpy/fileio/sdynpy_rattlesnake.py | 51 ++++++++++++++++++- .../signal_processing/sdynpy_correlation.py | 5 +- 4 files changed, 95 insertions(+), 38 deletions(-) diff --git a/src/sdynpy/core/sdynpy_geometry.py b/src/sdynpy/core/sdynpy_geometry.py index 0d9687e..7271cfa 100644 --- a/src/sdynpy/core/sdynpy_geometry.py +++ b/src/sdynpy/core/sdynpy_geometry.py @@ -1609,11 +1609,11 @@ def __call__(self, index_by_id): ids = np.array(index_by_id) output = np.empty(ids.shape, dtype=self.dtype).view(self.__class__) for key, val in np.ndenumerate(ids): - index = index_dict[val] try: - output[key] = self[index] - except ValueError: + index = index_dict[val] + except KeyError: raise ValueError('ID {:} not found in array'.format(val)) + output[key] = self[index] return output @staticmethod @@ -1652,7 +1652,6 @@ def from_unv(unv_data_dict, combine=True): output_arrays = np.concatenate(output_arrays) return output_arrays - def coordinate_system_array(id=1, name='', color=1, cs_type=0, matrix=np.concatenate((np.eye(3), np.zeros((1, 3))), axis=0), structured_array=None): """ @@ -1681,7 +1680,6 @@ def coordinate_system_array(id=1, name='', color=1, cs_type=0, matrix=np.concate array can be passed, which should have the same name as the inputs to the function listed above. - Returns ------- coordinate_system_array : CoordinateSystemArray @@ -1714,7 +1712,6 @@ def coordinate_system_array(id=1, name='', color=1, cs_type=0, matrix=np.concate return coord_sys_array - class ElementArray(SdynpyArray): """Element information array @@ -1773,11 +1770,11 @@ def __call__(self, index_by_id): ids = np.array(index_by_id) output = np.empty(ids.shape, dtype=self.dtype).view(self.__class__) for key, val in np.ndenumerate(ids): - index = index_dict[val] try: - output[key] = self[index] - except ValueError: + index = index_dict[val] + except KeyError: raise ValueError('ID {:} not found in array'.format(val)) + output[key] = self[index] return output def reduce(self, node_list): @@ -2050,11 +2047,11 @@ def __call__(self, index_by_id): ids = np.array(index_by_id) output = np.empty(ids.shape, dtype=self.dtype).view(self.__class__) for key, val in np.ndenumerate(ids): - index = index_dict[val] try: - output[key] = self[index] - except ValueError: + index = index_dict[val] + except KeyError: raise ValueError('ID {:} not found in array'.format(val)) + output[key] = self[index] return output def reduce(self, node_list): @@ -2153,7 +2150,7 @@ def project_to_minimum_plane(coordinates, return_3D=True): Points projected to a best-fit plane. """ - coords = coordinates.T + coords = coordinates.T.copy() mean = np.mean(coords, axis=-1, keepdims=True) coords -= mean U, S, V = np.linalg.svd(coords) @@ -2415,11 +2412,11 @@ def __call__(self, index_by_id): ids = np.array(index_by_id) output = np.empty(ids.shape, dtype=self.dtype).view(self.__class__) for key, val in np.ndenumerate(ids): - index = index_dict[val] try: - output[key] = self[index] - except ValueError: + index = index_dict[val] + except KeyError: raise ValueError('ID {:} not found in array'.format(val)) + output[key] = self[index] return output def reduce(self, node_list): @@ -2546,7 +2543,6 @@ def traceline_array(id=1, description='', color=1, from ..fem.sdynpy_exodus import Exodus, ExodusInMemory from .sdynpy_shape import shape_array - class Geometry: """Container for nodes, coordinate systems, tracelines, and elements diff --git a/src/sdynpy/core/sdynpy_system.py b/src/sdynpy/core/sdynpy_system.py index 80850ff..336a857 100644 --- a/src/sdynpy/core/sdynpy_system.py +++ b/src/sdynpy/core/sdynpy_system.py @@ -259,7 +259,8 @@ def ndof_transformed(self): """Get the number of physical degrees of freedom of the system""" return self.transformation.shape[0] - def to_state_space(self, output_displacement=True, output_velocity=True, output_acceleration=True, output_force=True): + def to_state_space(self, output_displacement=True, output_velocity=True, output_acceleration=True, output_force=True, + response_coordinates = None,input_coordinates = None): """ Compute the state space representation of the system @@ -291,45 +292,55 @@ def to_state_space(self, output_displacement=True, output_velocity=True, output_ """ ndofs = self.ndof - tdofs = self.ndof_transformed M = self.M K = self.K C = self.C - phi = self.transformation + if response_coordinates is None: + phi_response = self.transformation + else: + phi_response = self.transformation_matrix_at_coordinates(response_coordinates) + if input_coordinates is None: + phi_input = self.transformation + else: + phi_input = self.transformation_matrix_at_coordinates(input_coordinates) + tdofs_response = phi_response.shape[0] + tdofs_input = phi_input.shape[0] # A = [[ 0, I], # [M^-1*K,M^-1*C]] A_state = np.block([[np.zeros((ndofs, ndofs)), np.eye(ndofs)], [-np.linalg.solve(M, K), -np.linalg.solve(M, C)]]) - # B = [[ 0, M^-1]] + # B = [[ 0], + # [ M^-1]] - B_state = np.block([[np.zeros((ndofs, tdofs))], [np.linalg.solve(M, phi.T)]]) + B_state = np.block([[np.zeros((ndofs, tdofs_input))], + [np.linalg.solve(M, phi_input.T)]]) # C = [[ I, 0], # Displacements # [ 0, I], # Velocities # [M^-1*K,M^-1*C], # Accelerations # [ 0, 0]] # Forces - C_state = np.block([[phi, np.zeros((tdofs, ndofs))], - [np.zeros((tdofs, ndofs)), phi], - [-phi @ np.linalg.solve(M, K), -phi @ np.linalg.solve(M, C)], - [np.zeros((tdofs, ndofs)), np.zeros((tdofs, ndofs))]]) + C_state = np.block([[phi_response, np.zeros((tdofs_response, ndofs))], + [np.zeros((tdofs_response, ndofs)), phi_response], + [-phi_response @ np.linalg.solve(M, K), -phi_response @ np.linalg.solve(M, C)], + [np.zeros((tdofs_input, ndofs)), np.zeros((tdofs_input, ndofs))]]) # D = [[ 0], # Displacements # [ 0], # Velocities # [ M^-1], # Accelerations # [ I]] # Forces - D_state = np.block([[np.zeros((tdofs, tdofs))], - [np.zeros((tdofs, tdofs))], - [phi @ np.linalg.solve(M, phi.T)], - [np.eye(tdofs)]]) - displacement_indices = np.arange(tdofs) - velocity_indices = np.arange(tdofs) + tdofs - acceleration_indices = np.arange(tdofs) + 2 * tdofs - force_indices = np.arange(tdofs) + 3 * tdofs - output_indices = np.zeros(4 * tdofs, dtype=bool) + D_state = np.block([[np.zeros((tdofs_response, tdofs_input))], + [np.zeros((tdofs_response, tdofs_input))], + [phi_response @ np.linalg.solve(M, phi_input.T)], + [np.eye(tdofs_input)]]) + displacement_indices = np.arange(tdofs_response) + velocity_indices = np.arange(tdofs_response) + tdofs_response + acceleration_indices = np.arange(tdofs_response) + 2 * tdofs_response + force_indices = np.arange(tdofs_input) + 3 * tdofs_response + output_indices = np.zeros(3 * tdofs_response + tdofs_input, dtype=bool) if output_displacement: output_indices[displacement_indices] = True if output_velocity: diff --git a/src/sdynpy/fileio/sdynpy_rattlesnake.py b/src/sdynpy/fileio/sdynpy_rattlesnake.py index c039edc..1ca455a 100644 --- a/src/sdynpy/fileio/sdynpy_rattlesnake.py +++ b/src/sdynpy/fileio/sdynpy_rattlesnake.py @@ -22,7 +22,7 @@ import netCDF4 as nc4 import numpy as np -from ..core.sdynpy_coordinate import coordinate_array +from ..core.sdynpy_coordinate import coordinate_array,outer_product from ..core.sdynpy_data import data_array, FunctionTypes import pandas as pd @@ -85,3 +85,52 @@ def read_rattlesnake_output(file, coordinate_override_column=None): if isinstance(file, str): ds.close() return time_data, channel_table + +def read_system_id_data(file): + if isinstance(file,str): + file = np.load(file) + df = file['sysid_frequency_spacing'] + if np.isnan(file['response_transformation_matrix']): + try: + response_dofs = coordinate_array( + [int(v) for v in file['channel_node_number'][file['response_indices']]], + file['channel_node_direction'][file['response_indices']]) + except Exception: + response_dofs = coordinate_array(file['response_indices']+1,0) + else: + response_dofs = coordinate_array(np.arange(file['response_transformation_matrix'].shape[0])+1,0) + if np.isnan(file['reference_transformation_matrix']): + try: + reference_dofs = coordinate_array( + [int(v) for v in file['channel_node_number'][file['reference_indices']]], + file['channel_node_direction'][file['reference_indices']]) + except Exception: + reference_dofs = coordinate_array(file['reference_indices']+1,0) + else: + reference_dofs = coordinate_array(np.arange(file['reference_transformation_matrix'].shape[0])+1,0) + ordinate = np.moveaxis(file['frf_data'],0,-1) + frfs = data_array(FunctionTypes.FREQUENCY_RESPONSE_FUNCTION, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(response_dofs,reference_dofs)) + ordinate = np.moveaxis(file['response_cpsd'],0,-1) + response_cpsd = data_array(FunctionTypes.POWER_SPECTRAL_DENSITY, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(response_dofs,response_dofs)) + ordinate = np.moveaxis(file['reference_cpsd'],0,-1) + reference_cpsd = data_array(FunctionTypes.POWER_SPECTRAL_DENSITY, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(reference_dofs,reference_dofs)) + ordinate = np.moveaxis(file['response_noise_cpsd'],0,-1) + response_noise_cpsd = data_array(FunctionTypes.POWER_SPECTRAL_DENSITY, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(response_dofs,response_dofs)) + ordinate = np.moveaxis(file['reference_noise_cpsd'],0,-1) + reference_noise_cpsd = data_array(FunctionTypes.POWER_SPECTRAL_DENSITY, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(reference_dofs,reference_dofs)) + ordinate = np.moveaxis(file['coherence'],0,-1) + coherence = data_array(FunctionTypes.MULTIPLE_COHERENCE, + df*np.arange(ordinate.shape[-1]),ordinate, + outer_product(response_dofs)) + return frfs,response_cpsd,reference_cpsd,response_noise_cpsd,reference_noise_cpsd,coherence + \ No newline at end of file diff --git a/src/sdynpy/signal_processing/sdynpy_correlation.py b/src/sdynpy/signal_processing/sdynpy_correlation.py index 70f426c..dcc3a02 100644 --- a/src/sdynpy/signal_processing/sdynpy_correlation.py +++ b/src/sdynpy/signal_processing/sdynpy_correlation.py @@ -27,6 +27,7 @@ # Look at FRAC and TRAC values + def mac(phi_1, phi_2=None): if phi_2 is None: phi_2 = phi_1 @@ -58,7 +59,7 @@ def trac(th_1, th_2=None): trac = np.abs(np.sum(th_1_flattened * th_2_flattened.conj(), axis=-1))**2 / ((np.sum(th_1_flattened * th_1_flattened.conj(), axis=-1)) * np.sum(th_2_flattened * th_2_flattened.conj(), axis=-1)) return trac.reshape(th_1_original_shape[:-1]) - + def msf(shapes,reference_shapes = None): if reference_shapes is None: reference_shapes = shapes @@ -81,7 +82,7 @@ def orthog(shapes_1,mass_matrix,shapes_2 = None,scaling = None): np.arange(scaling_matrix.shape[-1])] = scaling mat = scaling_matrix @ mat @ scaling_matrix return mat - + def matrix_plot(shape_matrix, ax=None, display_values=(0.1, 1.1), text_size=12, vmin=0, vmax=1, boundaries=None): if boundaries is None: From 19b773f3759188d9c4f5c63a5949deb6eb2edfd1 Mon Sep 17 00:00:00 2001 From: Rohe Date: Thu, 26 Jan 2023 07:58:01 -0700 Subject: [PATCH 04/10] Updated badges in documentation --- docs/source/index.rst | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 577e93d..559dc67 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -6,7 +6,7 @@ Welcome to SDynPy's documentation! ================================== -|documentation| |build| |pylint| +|documentation| |build| |codecov| |coveralls| |codefactor| |pylint| |docker| **SDynPy** is a package for performing structural dynamic analyses using Python. It contains several objects that represent various structural dynamics data @@ -49,11 +49,23 @@ Indices and tables .. Badges ======================================================================== -.. |documentation| image:: https://img.shields.io/github/workflow/status/sandialabs/sdynpy/pages/main?label=Documentation +.. |documentation| image:: https://img.shields.io/github/actions/workflow/status/sandialabs/sdynpy/pages.yml?branch=main&label=Documentation :target: https://sandialabs.github.io/sdynpy/ -.. |build| image:: https://img.shields.io/github/workflow/status/sandialabs/sdynpy/main?label=GitHub&logo=github +.. |build| image:: https://img.shields.io/github/actions/workflow/status/sandialabs/sdynpy/main.yml?branch=main&label=GitHub&logo=github :target: https://github.com/sandialabs/sdynpy .. |pylint| image:: https://raw.githubusercontent.com/sandialabs/sdynpy/gh-pages/pylint.svg :target: https://github.com/sandialabs/sdynpy + +.. |coveralls| image:: https://img.shields.io/coveralls/github/sandialabs/sdynpy?logo=coveralls&label=Coveralls + :target: https://coveralls.io/github/sandialabs/sdynpy?branch=main + +.. |codecov| image:: https://img.shields.io/codecov/c/github/sandialabs/sdynpy?label=Codecov&logo=codecov + :target: https://codecov.io/gh/sandialabs/sdynpy + +.. |codefactor| image:: https://img.shields.io/codefactor/grade/github/sandialabs/sdynpy?label=Codefactor&logo=codefactor + :target: https://www.codefactor.io/repository/github/sandialabs/sdynpy + +.. |docker| image:: https://img.shields.io/docker/v/dprohe/sdynpy?color=0db7ed&label=Docker%20Hub&logo=docker&logoColor=0db7ed + :target: https://hub.docker.com/r/dprohe/sdynpy From 419acf85a825b644d1d3be99d618ef66d01b96ac Mon Sep 17 00:00:00 2001 From: Rohe Date: Thu, 26 Jan 2023 17:04:28 -0700 Subject: [PATCH 05/10] Fixing typos in documentation --- .../Modal_01_What_is_Modal_Analysis.ipynb | 50 ++----------------- .../Modal_02_Basics_of_Vibrations.ipynb | 16 +++--- .../Modal_03_Multi_DoF_Vibrations.ipynb | 6 +-- docs/source/usage.rst | 8 +-- 4 files changed, 20 insertions(+), 60 deletions(-) diff --git a/docs/source/modal_tutorials/Modal_01_What_is_Modal_Analysis/Modal_01_What_is_Modal_Analysis.ipynb b/docs/source/modal_tutorials/Modal_01_What_is_Modal_Analysis/Modal_01_What_is_Modal_Analysis.ipynb index a8c6a9d..1110237 100644 --- a/docs/source/modal_tutorials/Modal_01_What_is_Modal_Analysis/Modal_01_What_is_Modal_Analysis.ipynb +++ b/docs/source/modal_tutorials/Modal_01_What_is_Modal_Analysis/Modal_01_What_is_Modal_Analysis.ipynb @@ -22,22 +22,6 @@ "id": "5af91462-6602-4295-93c9-bab86a18ea09", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\\\\cee\\dprohe\\python_utilities\\sdynpy\\src\\sdynpy\\core\\sdynpy_system.py:453: RuntimeWarning: invalid value encountered in true_divide\n", - " damping = np.diag(phi.T@self.C@phi)/(2*(2*np.pi*freq))\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1401: PyvistaDeprecationWarning: Use of `point_arrays` is deprecated. Use `point_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n" - ] - }, { "data": { "image/png": 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\n", @@ -172,18 +156,7 @@ "execution_count": 3, "id": "914b9c53-6987-4b94-a046-e76c71c13e35", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1401: PyvistaDeprecationWarning: Use of `point_arrays` is deprecated. Use `point_data` instead.\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "# Define the force locations\n", "force_location = sdpy.coordinate_array(string_array=['201Z+'])\n", @@ -246,7 +219,7 @@ "id": "a3152948-5ab1-426a-a923-5db32e0cfed1", "metadata": {}, "source": [ - "In the above plots, it is obvious that if we put in a constant amplitude sine wave of 1 N at different frequencies, the response amplitude does not stay fixed, which suggests that the system is amplifying or attenuating the force based on its frequency. One could imagine tracing out a frequency vs. amplitude curve by exciting the structure at a large number of frequencies; however, this would take a long time in practice. Instead, we can develop a single signal that sweeps through a frequency range of interest." + "In the above plots, it is obvious that if we put in a constant amplitude sine wave of 1 N at different frequencies, the response amplitude does not stay fixed, which suggests that the system is amplifying or attenuating the response based on its frequency. One could imagine tracing out a frequency vs. amplitude curve by exciting the structure at a large number of frequencies; however, this would take a long time in practice. Instead, we can develop a single signal that sweeps through a frequency range of interest." ] }, { @@ -409,20 +382,7 @@ "execution_count": 8, "id": "d31d7aa9-ad7b-4345-a2f5-89f5b7f14064", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n", - "c:\\users\\dprohe\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\pyvista\\core\\dataset.py:1541: PyvistaDeprecationWarning: Use of `cell_arrays` is deprecated. Use `cell_data` instead.\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "chirp_signal = sdpy.generator.chirp(frequency_min = 0.125,\n", " frequency_max = 20,\n", @@ -458,7 +418,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -472,7 +432,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/docs/source/modal_tutorials/Modal_02_Basics_of_Vibrations/Modal_02_Basics_of_Vibrations.ipynb b/docs/source/modal_tutorials/Modal_02_Basics_of_Vibrations/Modal_02_Basics_of_Vibrations.ipynb index 8935e67..0e9d822 100644 --- a/docs/source/modal_tutorials/Modal_02_Basics_of_Vibrations/Modal_02_Basics_of_Vibrations.ipynb +++ b/docs/source/modal_tutorials/Modal_02_Basics_of_Vibrations/Modal_02_Basics_of_Vibrations.ipynb @@ -664,13 +664,13 @@ "source": [ "It is worth pointing out some features of the frequency response function here. First, we have plotted the complex data in two ways. The left plots show a magnitude and phase plot. The right two plots show a real and imaginary part. While these representations highlight different parts of the frequency response function, they plot the same underlying data and are nominally identical.\n", "\n", - "Starting with the magnitude and phase plots: we see that there is a peak in the amplitude at the resonant frequency of the part. We also see that the phase flips from 0 to -180 as the structure goes through resonance, with a phase of -90 degrees corresponding to the resonance location. We note that while the amplitude peak goes to infinity when the damping is zero, the amplitude peak no longer goes up to infinity when damping is included. The sharpness of the amplitude peak and damping transition from 0 to -180 degrees depends on the amount of damping, with a larger damping providing a more blunt peak and a slower phase transition. Because the magnitude often spans multiple orders of magnitude, it is often plotted on a logrithmic scale. The magnitude and phase representation is probably the most common representation of a frequency response function.\n", + "Starting with the magnitude and phase plots: we see that there is a peak in the amplitude at the resonant frequency of the part. We also see that the phase flips from 0 to -180 as the structure goes through resonance, with a phase of -90 degrees corresponding to the resonance location. We note that while the amplitude peak goes to infinity when the damping is zero, the amplitude peak no longer goes up to infinity when damping is included. The sharpness of the amplitude peak and damping transition from 0 to -180 degrees depend on the amount of damping, with a larger damping providing a more blunt peak and a slower phase transition. Because the magnitude often spans multiple orders of magnitude, it is often plotted on a logrithmic scale. The magnitude and phase representation is probably the most common representation of a frequency response function.\n", "\n", "An alternative representation is to plot the real and imaginary part directly. We see that the real part goes through zero at resonance, and the imaginary part peaks at resonance. The imaginary part tends to be \"sharper\" than the magnitude, so it can be useful to look at the imaginary part of the frequency response function when identifying peaks that may be modes of the system.\n", "\n", "### Comparison between Displacement, Velocity, and Acceleration Frequency Response Functions\n", "\n", - "Note that the frequency reponse functions are plotted as the displacement response over the force. This is intuitive, as we often think about how the part moves when we think about dynamics. Particularly in experimental dynamics, the practitioner may be exposed to multiple data types. Accelerometers measure accelerations of the part. Laser vibrometers measure velocities of the part. Cameras and other displacement sensors measure displacements. Therefore, it is useful to become accustomed to what, say, the frequency response function between and acceleration and a force looks like. This basically requires differentiating the response.\n", + "Note that the frequency reponse functions above are plotted as the displacement response over the force. This is intuitive, as we often think about how the part moves when we think about dynamics. However, particularly in experimental dynamics, the practitioner may be exposed to multiple data types. Accelerometers measure accelerations of the part. Laser vibrometers measure velocities of the part. Cameras and other displacement sensors measure displacements. Therefore, it is useful to become accustomed to what, say, the frequency response function between and acceleration and a force looks like. This basically requires differentiating the response.\n", "\n", "$$x = {X e^{i\\omega t}}$$\n", "$$\\dot{x} = {i\\omega X e^{i\\omega t}}$$\n", @@ -746,9 +746,9 @@ "\n", "Looking first at the magnitude plots in the first row, we see that at low frequency, the displacement will tend to approach a value. This value is the static stiffness of the spring, because as we go to zero Hz, it is the same as applying a constant force to the structure. For this same reason, the acceleration and velocity will trend towards zero as the frequency trends towards a constant force: when the system is undergoing a static deflection, it is no longer moving or accelerating, but maintaining a constant displacement.\n", "\n", - "At the high frequency, the displacement frequency response function will trend towards zero motion as the frequency goes to infinity. This is because the amount of time the force is applied before it switches directions becomes very small, so the part has less opportunity to move before the force switches direction and starts pushing it the other way. Similarly, as the acceleration will approach the value obtained if there were no spring on the system, which can be obtained by the formula $F = ma$, because as the displacements go to zero, the influence of the spring also goes to zero, so the acceleration frequency response function becomes dominated by inertial effects.\n", + "At the high frequency, the displacement frequency response function will trend towards zero motion as the frequency goes to infinity. This is because the amount of time the force is applied before it switches directions becomes very small, so the part has less opportunity to move before the force switches direction and starts pushing it the other way. Because displacements go to zero at high frequency, the effect of the springs will also become negligable at high frequency. The acceleration will therefore approach the value obtained if there were no spring on the system, which can be obtained by the formula $F = ma$. As the displacements go to zero, the influence of the spring also goes to zero, so the acceleration frequency response function becomes dominated by inertial effects.\n", "\n", - "The phase plots all look similar for each data type, noting, however that the phase becomes undefined at zero frequency because the amplitude becomes zero. Because the velocity is 90 degrees out of phase with the displacement and the acceleration is 180 degrees out of phase with the displacement, we see the phase plots shifted appropriately.\n", + "The phase plots all look similar for each data type, noting, however that the phase of the velocity and acceleration frequency response functions becomes undefined at zero frequency because the amplitude becomes zero. Because the velocity is 90 degrees out of phase with the displacement and the acceleration is 180 degrees out of phase with the displacement, we see the phase plots shifted appropriately.\n", "\n", "The real and imaginary parts are also similar, with the main exception being that the real and imaginary parts look \"swapped\" for the velocity, which is due to the fact that the velocity is 90 degrees out of phase with both acceleration and displacement. A 90 degree rotation effectively switches the real and imaginary parts (though one of the components will have its sign flipped depending on whether or not the rotation is +90 or -90 degrees).\n", "\n", @@ -839,7 +839,7 @@ "id": "45fc515b", "metadata": {}, "source": [ - "System objects have a number of functions that are useful for analyzing dynamics problems. For example, we can easily compute the frequency response function. We will use Numpy's array functions to construct a set of frequencies at which we will compute the frequency response function. We can also specify the response derivative (0 - displacement, 1 - velocity, 2 - acceleration). This provides a `TransferFunctionArray` object which contains the frequency response function. We can easily plot it by using its `plot` method." + "System objects have a number of functions that are useful for analyzing structural dynamics problems. For example, we can easily compute the frequency response function. We will use Numpy's array functions to construct a set of frequencies at which we will compute the frequency response function. We can also specify the response derivative (0 - displacement, 1 - velocity, 2 - acceleration). This provides a `TransferFunctionArray` object which contains the frequency response function. We can easily plot it by using its `plot` method." ] }, { @@ -1041,13 +1041,13 @@ "The system from Problem 1 is undergoing some design changes to modify the resonant frequency. Change the mass and stiffness of the system by +/-5% to identify what happens to the resonant frequency. Does the frequency increase or decrease as mass increases? Does the frequency increase or decrease as stiffness increases?\n", "\n", "### 4. Investigate Damping Changes\n", - "The system from Problem 1 is still responding too high, so we would like to increase the damping. First, compute the percent of critical damping that the system currently has. Now, increase the fraction of critical damping of the system by 20% and 40%. Plot the frequency response functions for the light damping, medium damping, high damping systems. How is the peak of the frequency response function changing? Is it changing in amplitude? Is it changing in frequency?" + "The response of the system from Problem 1 is still responding too high, so we would like to increase the damping. First, compute the percent of critical damping that the system currently has. Now, increase the fraction of critical damping of the system by 20% and 40%. Plot the frequency response functions for the light damping, medium damping, high damping systems. How is the peak of the frequency response function changing? Is it changing in amplitude? Is it changing in frequency?" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1061,7 +1061,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb b/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb index cd31bb5..3ce2c8a 100644 --- a/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb +++ b/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb @@ -38,7 +38,7 @@ "\n", "$$\\mathbf{M}\\ddot{\\mathbf{x}}+\\mathbf{K}\\mathbf{x} = \\mathbf{f}$$\n", "\n", - "where the mass matrix $\\mathbf{M} = \\begin{bmatrix} m_1 & 0 \\\\ 0 & m_2\\end{bmatrix}$, the stiffness matrix $\\mathbf{K} = \\begin{bmatrix} k_1 & -k_1 \\\\ -k_1 & k_1+k_2\\end{bmatrix}$, the displacement vector $\\mathbf{x} = \\begin{bmatrix}{x}_1\\\\{x}_2\\end{bmatrix}$, and the force vector $\\mathbf{f} = \\begin{bmatrix}{f}_1\\\\{f}_2\\end{bmatrix}$. There are a few things to note here. Firstly, the mass matrix is diagonal, with zeros on the off-diagonal. This is sometimes referred to as a lumped mass matrix, because all of the mass is lumped onto each degree of freedom, the degrees of freedom do not share mass. Another node is that both the mass and stiffness matrices are diagonal. This will always be true for real systems. If degree of freedom 0 shares mass with degree of freedom 1, then that is equvalent to saying that degree of freedom 1 also shares mass degree of freedom 0. Additionally Newton's law of equal and opposite forces requires that if there is a force from degree of freedom 0 onto degree of freedom 1, then there will need to be an equal and opposite force on degree of freedom 1 on degree of freedom 0.\n", + "where the mass matrix $\\mathbf{M} = \\begin{bmatrix} m_1 & 0 \\\\ 0 & m_2\\end{bmatrix}$, the stiffness matrix $\\mathbf{K} = \\begin{bmatrix} k_1 & -k_1 \\\\ -k_1 & k_1+k_2\\end{bmatrix}$, the displacement vector $\\mathbf{x} = \\begin{bmatrix}{x}_1\\\\{x}_2\\end{bmatrix}$, and the force vector $\\mathbf{f} = \\begin{bmatrix}{f}_1\\\\{f}_2\\end{bmatrix}$. There are a few things to note here. Firstly, the mass matrix is diagonal, with zeros on the off-diagonal. This is sometimes referred to as a lumped mass matrix, because all of the mass is lumped onto each degree of freedom, the degrees of freedom do not share mass. Another note is that both the mass and stiffness matrices are diagonal. This will always be true for real systems. If degree of freedom 1 shares mass with degree of freedom 2, then that is equvalent to saying that degree of freedom 2 also shares mass degree of freedom 1. Additionally Newton's law of equal and opposite forces requires that if there is a force from degree of freedom 1 onto degree of freedom 2, then there will need to be an equal and opposite force on degree of freedom 2 on degree of freedom 1.\n", "\n", "## Free Response of Multiple Degree of Freedom Systems\n", "\n", @@ -522,7 +522,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -536,7 +536,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/docs/source/usage.rst b/docs/source/usage.rst index 6ddb2d2..fd6b1eb 100644 --- a/docs/source/usage.rst +++ b/docs/source/usage.rst @@ -130,12 +130,12 @@ Experimental Modal Analysis ~~~~~~~~~~~~~~~~~~~~~~~~~~~ SDynPy has the ability to fit modes to structures using the Synthesize Modes and -Correlate :py:class:`sdpy.SMAC` or PolyMax -:py:class:`sdpy.PolyMax` routines. +Correlate :py:class:`sdpy.SMAC` or PolyPy +:py:class:`sdpy.PolyPy` routines. -Both SMAC and PolyMax have graphical user interfaces available to make the curve +Both SMAC and PolyPy have graphical user interfaces available to make the curve fitting process easier (:py:class:`sdpy.SMAC_GUI`, -:py:class:`sdpy.PolyMax_GUI`). These can be +:py:class:`sdpy.PolyPy_GUI`). These can be run from an IPython console. Included in SDynPy is interactive plotting capabilities where mode shapes can From 471291584ea310909e5212577b1ec1226e21713e Mon Sep 17 00:00:00 2001 From: Rohe Date: Thu, 26 Jan 2023 17:07:31 -0700 Subject: [PATCH 06/10] Typo in documentation --- docs/source/sdynpy_showcase.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/sdynpy_showcase.rst b/docs/source/sdynpy_showcase.rst index 44cc951..9327410 100644 --- a/docs/source/sdynpy_showcase.rst +++ b/docs/source/sdynpy_showcase.rst @@ -1570,7 +1570,7 @@ method of the :py:class:`System`. integration_oversample = 10) In addition to variables previously defined, we have also defined keyword -arguments ``displacement_derivative = 0`` and ``integration_oversample = 10``. +arguments ``displacement_derivative = 2`` and ``integration_oversample = 10``. The ``displacement_derivative`` keyword specifies what data type to return. Specifying a two for this value will return an acceleration quantity, which is the second derivative of displacement. Specifying zero or one for this value From 4f6d5d8ea621e2932284aff1d4005e5683a9aab8 Mon Sep 17 00:00:00 2001 From: Rohe Date: Fri, 27 Jan 2023 13:28:05 -0700 Subject: [PATCH 07/10] Updated docuumentation --- .../Modal_03_Multi_DoF_Vibrations.ipynb | 6 +- .../Modal_04_Modal_Analysis.ipynb | 17 +- ...dal_05a_Computing_FRF_from_Time_Data.ipynb | 21 +- .../Modal_05b_Types_of_Excitation.ipynb | 221 +++++++++++++++++- 4 files changed, 234 insertions(+), 31 deletions(-) diff --git a/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb b/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb index 3ce2c8a..394f550 100644 --- a/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb +++ b/docs/source/modal_tutorials/Modal_03_Multi_DoF_Vibrations/Modal_03_Multi_DoF_Vibrations.ipynb @@ -311,13 +311,13 @@ "\n", "Let's examine some of the features of the plots. Similar to the single degree of freedom case, the frequency response functions have peaks, which are resonances of the structure. Unlike the single degree of freedom case, we now have steep valleys in the plots, which are called anti-resonances. These are frequencies that the structure does not like to respond. Note that while resonances tend to be global (peaks occur at the same frequency for all degrees of freedom), anti-resonances tend to be local to the specific degree of freedom (the anti-resonance in the 1,1 plot occurs at 5.59 Hz, and the anti-resonance in the 2,2 plot occurs at 5.02 Hz).\n", "\n", - "Note the diagonal entries in the plots are the plots where the response is equal to the input. These are called drive point frequency response functions, because they are the frequency response functions for just the point that is being driven by the force. Drive point frequency response functions have special properties, namely there is always an anti-resonance between each consecutive pair of resonances, and the phase is always one-sided, meaning it is always positive or always negative for a displacement or an acceleration frequency response function.\n", + "Note the diagonal entries in the above plots are the frequency response functions where the response is equal to the input. These are called drive point frequency response functions, because they are the frequency response functions for just the point that is being driven by the force. Drive point frequency response functions have special properties, namely there is always an anti-resonance between each consecutive pair of resonances, and the phase is always one-sided, meaning it is always positive or always negative for a displacement or an acceleration frequency response function.\n", "\n", "Another interesting aspect is the behavior of the phase as it goes through a resonance or anti-resonance. In the single degree of freedom case, we saw the phase flip 180 degrees as it travelled through resonances. This still holds here, but now the phase can traverse multiple resonances, reducing by 180 degrees each time (note that the phase will wrap around from -180 to 180, or from 0 to 360 depending on how it is plotted, due to it being a circular quantity). Interestingly, after passing an anti-resonance the phase will increase by 180 degrees. This behavior combined with the flipping between anti-resonance and resonance in the drive point frequency response functions is what keeps the phase on one half of the unit circle for the drive point frequency response functions.\n", "\n", "Finally, thinking back to the damping investigations performed in the single degree of freedom tutorial, it looks as if the second peak has more damping associated with it: the second peak is less sharp and is at a lower amplitude than the first peak.\n", "\n", - "Clearly there is a lot that can be learned aboud a system from its frequency response functions. Let's look at the same information, this time in the real and imaginary parts." + "Clearly there is a lot that can be learned about a system from its frequency response functions. Let's look at the same information, this time in the real and imaginary parts." ] }, { @@ -405,7 +405,7 @@ "id": "fbe5c969", "metadata": {}, "source": [ - "We can now use the `System` object to interogate our system. Like the single degree of freedom case, we can still compute frequency response functions, but now we can also pass in coordinate information to only retrieve certain rows and columns of the frequency response function matrix. For example, if we wanted all frequency responses from all responses, but only the first force locations, we can specify a `CoordinateArray` object to the `frequency_response` method using the `references` and `responses` optional arguments." + "We can now use the `System` object to interrogate our system. Like the single degree of freedom case, we can still compute frequency response functions, but now we can also pass in coordinate information to only retrieve certain rows and columns of the frequency response function matrix. For example, if we wanted all frequency responses from all responses, but only the first force locations, we can specify a `CoordinateArray` object to the `frequency_response` method using the `references` and `responses` optional arguments." ] }, { diff --git a/docs/source/modal_tutorials/Modal_04_Modal_Analysis/Modal_04_Modal_Analysis.ipynb b/docs/source/modal_tutorials/Modal_04_Modal_Analysis/Modal_04_Modal_Analysis.ipynb index 90eb7a6..5da4867 100644 --- a/docs/source/modal_tutorials/Modal_04_Modal_Analysis/Modal_04_Modal_Analysis.ipynb +++ b/docs/source/modal_tutorials/Modal_04_Modal_Analysis/Modal_04_Modal_Analysis.ipynb @@ -328,7 +328,7 @@ "\n", "Recall in the first tutorial, we described the properties of modes. There was a frequency, a damping, and a shape associated with each mode. Well, here we have seen that an eigenvalue of a system tells us the frequency of vibration, and the eigenvector tells us the shape of the vibration (we will discuss damping shortly). The eigensolution is actually telling us the modal properties of our system. This makes it very useful indeed!\n", "\n", - "Let's investigate a bit more about these modes. First, it is important to recognize that there is one mode (eigenvalue/frequency and eigenvector/shape) for each degree of freedom in the system. This is because the characteristic equation will end up having a polynomial order equal to the number of degrees of freedom of the system, and there will therefore be a number of roots equal to the number of degrees of freedom of the system. Extrapolating for a second to real systems with effectively infinite degrees of freedom, there are effectively infinite modes of the system. Thankfully, we can often only consider modes within a bandwidth of interest. For example in the current case, if our environment only contained frequency content up to 5 Hz, we may only need to consider the response of the first mode at 3.21 Hz, and we may be able to ignore the higher frequency mode at 6.83 Hz.\n", + "Let's investigate a bit more about these modes. First, it is important to recognize that there are the same number of modes (eigenvalues/frequencies and eigenvectors/shapes) as there are degrees of freedom in the system. This is because the characteristic equation will end up having a polynomial order equal to the number of degrees of freedom of the system, and there will therefore be a number of roots equal to the number of degrees of freedom of the system. Extrapolating for a second to real systems with effectively infinite degrees of freedom, there are effectively infinite modes of the system. Thankfully, we can often only consider modes within a bandwidth of interest. For example in the current case, if our environment only contained frequency content up to 4 Hz, we may only need to consider the response of the first mode at 3.21 Hz, and we may be able to ignore the higher frequency mode at 6.83 Hz.\n", "\n", "Eigenvectors (i.e. mode shapes) are typically represented as column vectors, as seen in the above equations. However, they are often concatenated together into a *mode shape matrix* where the rows represent degrees of freedom and the columns represent mode indices. Mode shape matrices are often given the variable $\\Phi$.\n", "\n", @@ -393,7 +393,7 @@ "source": [ "From the above, we see that the modal mass and stiffness matrices are diagonal (except for small numerical errors). This is a very interesting result, because it means that the system of equations are now *decoupled*, meaning the response of $q_1$ doesn't depend at all on the response of $q_2$. This is opposed to the original system of equations, where if we modified $x_1$ (i.e. moved mass 1) it would also move mass 2. This effectively lets us treat the modal system of equations as two simple single degree of freedom systems with masses 1.7 and 2.4 and stiffnesses 693 and 4460, rather than a single more complicated system.\n", "\n", - "We remarked earlier that eigenvectors, and therefore mode shapes, are not unique. We can scale the mode shape by any factor, and it will still be a valid mode shape. One might wonder if there is any kind of \"preferred\" scaling of the mode shape matrix, and there is. For example, to simplify the modal equations, we can scale the mode shape such that modal mass matrix is the identity matrix. If we scale the existing eigenvectors by $1/\\sqrt{\\Phi^T M \\Phi}$, we will get shape vectors that produce an identity mass matrix when the modal transformation is performed." + "We remarked earlier that eigenvectors, and therefore mode shapes, are not unique. We can scale the mode shape by any factor, and it will still be a valid mode shape. One might wonder if there is any kind of \"preferred\" scaling of the mode shape matrix, and there is. For example, to simplify the modal equations, we can scale the mode shape such that modal mass matrix is the identity matrix. If we scale the existing eigenvectors by $1/\\sqrt{\\Phi^T \\mathbf{M} \\Phi}$, we will get shape vectors that produce an identity mass matrix when the modal transformation is performed." ] }, { @@ -521,7 +521,7 @@ "A second way to model damping is to ignore any physical damping mechanisms and assign damping per mode. This is typically the approach used in experimental modal analysis, where we cannot measure the disappation due to specific joints or other features of the structure, but we can measure more global quantities like energy dissapation per cycle. This is typically applied via a fraction of critical damping $\\zeta$ for each mode of the structure, where the total damping for that mode is equal to $\\tilde{c}=2\\zeta\\omega$.\n", "\n", "### General Damping Matrices\n", - "If there are discrete damping elements present in the system, for example in the suspension of an automobile, it is typically useful to model those specifically, which will require a general damping matrix. It is possible that the eigenvectors will not diagonalize this damping matrix. In some cases, the off-diagonal elements may be small, and therefore it is not terrible approximation to simply discard the off-diagonal elements and assume the matrix was diagonalized. Alternatively, the eigensolution can be reformulated to include the damping matrix as well. This will result in *complex modes*, where the shape is no longer a real number, but instead a complex number. Complex modes will be covered in a later tutorial. If we do proceed with simply discarding the off-diagonal elements, we can then compute the fraction of critical damping for each mode with the equation $\\zeta = {\\tilde{c} / ({2\\omega}})$ where $\\tilde{c}$ is the diagonal value of the modal damping matrix.\n", + "If there are discrete damping elements present in the system, for example in the suspension of an automobile, it is typically useful to model those explicitly, which will require a general damping matrix. It is possible that the eigenvectors will not diagonalize this damping matrix. In some cases, the off-diagonal elements may be small, and therefore it is not terrible approximation to simply discard the off-diagonal elements and assume the matrix was diagonalized. Alternatively, the eigensolution can be reformulated to include the damping matrix as well. This will result in *complex modes*, where the shape is no longer a real number, but instead a complex number. Complex modes will be covered in a later tutorial. If we do proceed with simply discarding the off-diagonal elements, we can then compute the fraction of critical damping for each mode with the equation $\\zeta = {\\tilde{c} / ({2\\omega}})$ where $\\tilde{c}$ is the diagonal value of the modal damping matrix.\n", "\n", "We will investigate this latter case in our system, assuming there are dampers $c_1$ and $c_2$ along with the springs $k_1$ and $k_2$." ] @@ -1224,8 +1224,7 @@ "execution_count": 24, "id": "20ff0a67", "metadata": {}, - "outputs": [ - ], + "outputs": [], "source": [ "plate_geometry.plot();" ] @@ -1297,8 +1296,7 @@ "execution_count": 26, "id": "9ad343f1", "metadata": {}, - "outputs": [ - ], + "outputs": [], "source": [ "plotter = plate_geometry.plot_coordinate(\n", " np.unique(plate_shapes.coordinate), # Use np.unique to remove duplicate coordinates\n", @@ -1333,7 +1331,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "918795f7", "metadata": {}, @@ -1386,7 +1383,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1400,7 +1397,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb index 0920101..fa5c8a1 100644 --- a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb +++ b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb @@ -23,8 +23,7 @@ "execution_count": 1, "id": "bee5fffa", "metadata": {}, - "outputs": [ - ], + "outputs": [], "source": [ "# Import sdynpy for structural dynamics\n", "import sdynpy as sdpy\n", @@ -126,7 +125,7 @@ "id": "f83b7bf3", "metadata": {}, "source": [ - "We can see that there is some start-up transients, but after about a second and a half, the system has reached steady state, so we can compute the amplitude and phase of the signals at this point." + "We can see that there are some start-up transients, but after about a second and a half, the system has reached steady state, so we can compute the amplitude and phase of the signals at this point." ] }, { @@ -212,8 +211,7 @@ "execution_count": 4, "id": "f2c2f65f", "metadata": {}, - "outputs": [ - ], + "outputs": [], "source": [ "excitation_frequencies = np.linspace(50,120,71)\n", "\n", @@ -518,7 +516,7 @@ "\n", "The estimate of the frequency response function matrix using the H1 technique is computed by\n", "\n", - "$$\\mathbf{H}_1 = \\mathbf{P_{XF}} \\mathbf{P_{FF}}^{-1}$$\n", + "$$\\mathbf{H}_1 = \\mathbf{P}_{XF} {\\mathbf{P}_{FF}}^{-1}$$\n", "\n", "which is the ratio of the cross-power spectra matrix $\\mathbf{P_{XF}}$ and the auto-power spectra matrix $\\mathbf{P_{FF}}$.\n", "\n", @@ -526,9 +524,9 @@ "\n", "Unlike the H1 technique, the **H2 Technique** is not commonly used. Instead of minimizing the noise on the responses, it instead minimizes noise on the excitation signals. It will also overestimate the frequency response function matrix at resonance and therefore understimate damping. The equation for the H2 technique is\n", "\n", - "$$\\mathbf{H}_2 = \\mathbf{P_{XX}} \\mathbf{P_{FX}}^{-1}$$\n", + "$$\\mathbf{H}_2 = \\mathbf{P}_{XX} {\\mathbf{P}_{FX}}^{-1}$$\n", "\n", - "which is the ratio of the auto-power spectra matrix $\\mathbf{P_{XX}}$ and the cross-power spectra matrix $\\mathbf{P_{FX}}$. Note the implications of this formula. Because the matrix $\\mathbf{P_{FX}}$ needs to be inverted, the matrix must be square if multiple input forces are applied. This restricts the H2 frequency response function estimate to cases where the number of responses is equal to the number of excitation signals (which is very rarely the case) or when the number of excitation signals is 1 (in which case, each response can be treated independently as if it were a single-input, single-output test). This restriction greatly reduces the utility of the H2 technique, so it is seldom used.\n", + "which is the ratio of the auto-power spectra matrix $\\mathbf{P}_{XX}$ and the cross-power spectra matrix $\\mathbf{P}_{FX}$. Note the implications of this formula. Because the matrix $\\mathbf{P}_{FX}$ needs to be inverted, the matrix must be square if multiple input forces are applied. This restricts the H2 frequency response function estimate to cases where the number of responses is equal to the number of excitation signals (which is very rarely the case) or when the number of excitation signals is 1 (in which case, each response can be treated independently as if it were a single-input, single-output test). This restriction greatly reduces the utility of the H2 technique, so it is seldom used.\n", "\n", "#### The H3 Technique\n", "\n", @@ -632,8 +630,7 @@ "execution_count": 12, "id": "ea58b8ab-df5e-422a-9a64-de92c89fa38f", "metadata": {}, - "outputs": [ - ], + "outputs": [], "source": [ "# Set up references are responses\n", "references = sdpy.coordinate_array([201],3)\n", @@ -690,7 +687,7 @@ "id": "7e420f5c-3995-4b5b-b7ca-46751d040115", "metadata": {}, "source": [ - "At this point, we can simulate a modal test. We will do this using the `simulate_test` method of the `system` object, specifying a bandwidth of 50 Hz, a frame length of 2000 samples, 50 averages, pseudorandom excitation, our reference and response degrees of freedom, and an amount of time to wait for the system to hit steady state. We pass all of this information into the `simulate_test` method. Output from the method is our response and references signals from the test that we will compute frequency response functions from." + "At this point, we can simulate a modal test. We will do this using the `simulate_test` method of the `system` object, specifying a bandwidth of 50 Hz, a frame length of 2000 samples, 50 averages, pseudorandom excitation, our reference and response degrees of freedom, and an amount of time to wait for the system to hit steady state. We pass all of this information into the `simulate_test` method. Output from the method is our response and reference signals from the test that we will compute frequency response functions from." ] }, { @@ -958,7 +955,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb index c002bfa..309f88f 100644 --- a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb +++ b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb @@ -11,7 +11,7 @@ "\n", "## Requirements for the FFT\n", "\n", - "The goal of modal testing is to compute the frequency response function, to which modes can be fit. The previous tutorial discussed approaches to computing the frequency response function. Common among all of the broadband techniques was the use for the Fast Fourier Transform (FFT) which is used to transform a sampled signal into its various frequency components. Let's first discuss some of the practical issues surrounding the use of the FFT.\n", + "The goal of modal testing is to compute the frequency response function, to which modes can be fit. The previous tutorial discussed approaches to computing the frequency response function. Common among all of the broadband techniques was the use of the Fast Fourier Transform (FFT) which is used to transform a sampled signal into its various frequency components. Let's first discuss some of the practical issues surrounding the use of the FFT.\n", "\n", "First, let's see what the FFT is supposed to do. Say, for example, that we have a signal that is a sine wave at 10 Hz. We can plot that signal, and compute its FFT, and we can see that the frequency of the sine wave has been properly identified." ] @@ -125,7 +125,7 @@ "\n", "$$\\hat{f}(\\xi)= \\int_{-\\infty}^\\infty f(x)e^{-i2\\pi\\xi x}dx$$ \n", "\n", - "However, when running an experiment to identify frequency components of some response, we cannot affort to wait an infinite amount of time. We would much rather wait a finite amount of time to measure the signal. However, the law of the Fourier transform still stands; the signal must be infinitely long. Therefore, when performing the FFT, the assumption is that the signal could repeat indefinitely. For example, if we repeat the original 10 Hz sine wave signal indefinitely, we are still left with a 10 Hz sine wave." + "However, when running an experiment to identify frequency components of some response, we cannot afford to wait an infinite amount of time. We would much rather wait a finite amount of time to measure the signal. However, the law of the Fourier transform still stands; the signal must be infinitely long. Therefore, when performing the FFT, the assumption is that the signal could repeat indefinitely. For example, if we repeat the original 10 Hz sine wave signal indefinitely, we are still left with a 10 Hz sine wave." ] }, { @@ -467,13 +467,222 @@ "fig.tight_layout()" ] }, + { + "cell_type": "markdown", + "id": "600b509e", + "metadata": {}, + "source": [ + "## Considerations for Multiple-Input Excitation\n", + "\n", + "In addition to considerations for satisfying the FFT assumptions, there are also signals that are more useful when performing testing with multiple inputs simultaneously. In this class of testing, each excitation signal must be independent from the others in order to be able to isolate which responses are due to which exciters. If, for example, we were to play the exact same signal into each shaker, it would be impossible to figure out which portion of the response would be due to a given shaker. Considering the H1 technique\n", + "\n", + "$$\\mathbf{H}_1 = \\mathbf{P_{XF}} \\mathbf{P_{FF}}^{-1}$$\n", + "\n", + "we see that we will be inverting the $\\mathbf{P_{FF}}$ matrix. In order to invert this matrix, it must be full rank. Recall that this matrix is computed from what is essentially the outer-product of the input spectra\n", + "\n", + "$$\\mathbf{P}_{FF} = {\\sum_{i=1}^n \\mathbf{F}_i \\mathbf{F}_i^* \\over n}$$\n", + "\n", + "Therefore, each realization of $\\mathbf{F}_i \\mathbf{F}_i^*$ will be rank 1. Indeed, if we only used one average ($n=1$) to compute the signal, or if the relationships between the signals do not change over each average, then the matrix $\\mathbf{P}_{FF}$ will be rank deficient and unable to be inverted. This introduces the constraint that we must have at least as many averages as we have exciters in order to ensure that $\\mathbf{P}_{FF}$ is full rank.\n", + "\n", + "If we have multiple-exciters, it is clear that we need to change the relationships between the input signals for each measurement frame. The easiest way to do this is to add an element of randomness to the signal. If we only have one exciter, then the $\\mathbf{P}_{FF}$ matrix will be full rank regardless of number of averages or characteristics of the signals, so we don't need to worry (though averaging in this case is still useful to reduce noise)." + ] + }, + { + "cell_type": "markdown", + "id": "7aed710d", + "metadata": {}, + "source": [ + "## Types of Modal Excitation\n", + "\n", + "With the considerations mentioned previously in mind, we can introduce some of the more popular excitation techniques for experimental modal analysis. We will introduce the techniques on the ``beam_plate`` example system from the ``sdynpy.demo`` package. We will use the ``simulate_test`` method of the ``System`` object to easily simulate a test." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8d47cee2", + "metadata": {}, + "outputs": [], + "source": [ + "# Import modules\n", + "import sdynpy as sdpy\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "# Import demo problem\n", + "from sdynpy.demo.beam_plate import system,geometry\n", + "# Solve for the modal solution so that we have an easier system to integrate\n", + "shapes = system.eigensolution(maximum_frequency=1500)\n", + "# Add damping\n", + "shapes.damping = 0.01\n", + "modal_system = shapes.system()" + ] + }, + { + "cell_type": "markdown", + "id": "f554113e", + "metadata": {}, + "source": [ + "We will investigate both a single-exciter and a multi-exciter case for each signal. We will excite the plate structure on two of the four corners, and measure responses at all nodes of the system in the perpendicular direction." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "56211567", + "metadata": {}, + "outputs": [], + "source": [ + "reference_dofs = sdpy.coordinate_array([1,41],3)\n", + "response_dofs = sdpy.coordinate_array(np.arange(45)+1,3)\n", + "\n", + "geometry.plot_coordinate(reference_dofs);" + ] + }, + { + "cell_type": "markdown", + "id": "9517d33a", + "metadata": {}, + "source": [ + "![plate_excitation_locations.gif](figures/plate_excitation_locations.gif)\n", + "\n", + "### Random Vibration\n", + "\n", + "The first signal we will investigate is the simple random excitation. Due to the random nature of the signal any given realization of the signal may or may not have significant content at each frequency line. Therefore, we will generally use a larger number of averages for a random test." + ] + }, { "cell_type": "code", - "execution_count": null, - "id": "0c72e2c3-e57c-44cb-8f85-ba42785b2367", + "execution_count": 18, + "id": "4d6d059f", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "# Multi-reference\n", + "response_random_mimo,reference_random_mimo = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 1000,\n", + " num_averages = 30,\n", + " excitation = 'random',\n", + " references = reference_dofs,\n", + " responses = response_dofs\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "9a162beb", + "metadata": {}, + "source": [ + "Due to the random nature of the signal, it will not necessarily satisfy the periodicity requirement. We can see this by plotting the first and last portion of the first average to see that it does not start and end at the same value." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf451b5b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "reference_random_mimo.plot()\n", + "plt.xlim(0,0.01)\n", + "plt.grid(True)\n", + "plt.title('First Portion of the First Average')\n", + "\n", + "reference_random_mimo.plot()\n", + "plt.xlim(0.99,1)\n", + "plt.grid(True)\n", + "plt.title('Last Portion of the First Average');" + ] + }, + { + "cell_type": "markdown", + "id": "717d6160", + "metadata": {}, + "source": [ + "Because the signal is not periodic, we will need to apply a window function in order to force periodicity. Note that this does distort the signal; however, the distortion is not as bad as the leakage that would occur without the window function.\n", + "\n", + "We can compute frequency response functions using the ``SignalProcessingGUI``." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "845059be", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [] + } + ], + "source": [ + "all_signals = np.concatenate((reference_random_mimo,response_random_mimo))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" + ] + }, + { + "cell_type": "markdown", + "id": "72a3810e", + "metadata": {}, + "source": [ + "![random_spgui.png](figures/random_spgui.png)\n", + "\n", + "From the ``SignalProcessingGUI`` we can see the effect of the window function.\n", + "\n", + "![windowed_time_random.png](figures/windowed_time_random.png)\n", + "\n", + "Note that because the Hann window attenuates the first and last section of the measurement frame, we will generally overlap the measurement frames by 50% to ensure that all portions of the signal are considered; the regions that are attenuated to zero in a frame will be unattenuated in a frame shifted by half a frame width.\n", + "\n", + "We can also see the frequency response function and coherence of the signal.\n", + "\n", + "![frf_random.png](figures/frf_random.png)\n", + "![coherence_random.png](figures/coherence_random.png)\n", + "\n", + "We can see the degredation of the coherence and increased noise in the frequency response function if we remove the window function.\n", + "\n", + "![frf_random_nowindow.png](figures/frf_random_nowindow.png)\n", + "![coherence_random_nowindow.png](figures/coherence_random_nowindow.png)\n", + "\n", + "Note that even with the window function, the coherence is still not perfect across the entire frequency band. The window function artificially attenuates portions of the signals, which results in a distortion of the input-output relationship of the system. Because the forces in the beginning of hte measurement frame are attenuated, responses in the middle of the frame can appear to not correlate to any input. For this reason, it is expected to see coherence drops not only at the anti-resonances of the frequency response functions, but also at the resonances, particularly the lower-frequency resonances where the signal will tend to take longer to die out." + ] + }, + { + "cell_type": "markdown", + "id": "ac8c4ff5", + "metadata": {}, + "source": [ + "### Pseudorandom Excitation\n", + "\n", + "### Burst Random Excitation\n", + "\n", + "### Chirp Excitation\n", + "\n", + "### Impulse Excitation" + ] } ], "metadata": { @@ -492,7 +701,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.9" } }, "nbformat": 4, From ef91300bdeac8d63006ae0859c3bcc51ee4f3432 Mon Sep 17 00:00:00 2001 From: Rohe Date: Mon, 6 Feb 2023 11:21:42 -0700 Subject: [PATCH 08/10] v0.6.0 updates --- ...dal_05a_Computing_FRF_from_Time_Data.ipynb | 18 + .../Modal_05b_Types_of_Excitation.ipynb | 450 ++++++++++++++++-- .../figures/coherence_br.png | Bin 0 -> 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| Bin 0 -> 55775 bytes .../figures/windowed_time_random.png | Bin 0 -> 28926 bytes src/sdynpy/core/sdynpy_data.py | 40 +- src/sdynpy/core/sdynpy_geometry.py | 69 ++- src/sdynpy/core/sdynpy_system.py | 2 +- src/sdynpy/fileio/sdynpy_rattlesnake.py | 167 ++++++- src/sdynpy/modal/sdynpy_ccmif.py | 14 +- src/sdynpy/modal/sdynpy_polypy.py | 4 +- .../modal/sdynpy_signal_processing_gui.py | 16 +- src/sdynpy/modal/sdynpy_smac.py | 5 +- src/sdynpy/signal_processing/sdynpy_frf.py | 41 +- 32 files changed, 722 insertions(+), 104 deletions(-) create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_br.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_chirp.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_impact.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_pr.png create mode 100644 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docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/frf_simo_pr.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/impact_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/mimo_br_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/mimo_pr_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/random_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/simo_chirp_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/simo_pr_spgui.png create mode 100644 docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/windowed_time_random.png diff --git a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb index fa5c8a1..cdb4a53 100644 --- a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb +++ b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05a_Computing_FRF_from_Time_Data.ipynb @@ -574,6 +574,24 @@ "\n", "One interesting feature of this technique is that it should be computed *per output* degree of freedom, so matrices $\\mathbf{P}_{XX}$, $\\mathbf{P}_{XF}$, and $\\mathbf{P}_{FX}$ should be constructed using one $X$ at a time. Otherwise, the responses will affect one another if the entire matrix is assembled at once and the eigenvectors are computed.\n", "\n", + "### Coherence\n", + "\n", + "When constructing frequency response functions, we are computing the relationship between the outputs of our system (i.e. the responses) due to the inputs applied to the system (i.e. the forces). The **coherence** is an important metric that shows us how much of the response can be attributed to the forces being applied. The coherence can take a value between 0 and 1, where a value of 1 means that all of the responses are due to the inputs, and a value of 0 means that the responses are not related to the inputs at all.\n", + "\n", + "There are many reasons poor coherence may occur in a test, and a few common reasons. If the excitation level is very low, noise in the measurement may contribute significantly to the response, and this noise will not be related to the input applied. For this reason, we often see coherence drops at anti-resonances in the frequency response function: the response is very small, so noise in the measurement can be signficant.\n", + "\n", + "If the forces into the system are not measured entirely, the coherence can also suffer; for example if the force is measured using a uniaxial force sensor, but there is also some side loading or bending moment applied to the structure, these unmeasured forces and moments will still contribute to measurable responses of the system, and these responses may not correlate to the measured input. Finally if a force is applied to a system and the entire response is not measured, for example if we impact a system and stop the measurement while the system is still responding from the impact, the coherence will be lower due to a portion of the response being missing.\n", + "\n", + "Coherence between an input $F$ and response $X$ can be computed as\n", + "\n", + "$$\\gamma^2 = {{\\mathbf{P}_{XF}{\\mathbf{P}_{XF}}^*}\\over{\\mathbf{P}_{XX}\\mathbf{P}_{FF}}} = {{\\|\\mathbf{P}_{XF}\\|^2}\\over{\\mathbf{P}_{XX}\\mathbf{P}_{FF}}}$$\n", + "\n", + "There will be one value of $\\gamma^2$ for each output/input pair in the test at each frequency line.\n", + "\n", + "This formulation is often used for single-input testing, because all response is expected to be due to that single input. However, if this formulation is used for multiple-input testing, any given value of $\\gamma^2$ for an output-input pair is expected to be less than 1. This is because any given response is expected to have some contribution from input 1, some contribution from input 2, ... some contribution from input $n$. No response can be expected to be 100% correlated to a single input when multiple inputs are present. In the multiple-input testing case, we instead compute the **Multiple Coherence** function, which shows how much a given response is correlated to *all* inputs. There will therefore be one value of the multiple coherence function for each response in the test at each frequency line.\n", + "\n", + "$$Mcoh = {\\mathbf{P}_{XF}{\\mathbf{P}_{FF}}^{-1}{\\mathbf{P}_{XF}}^* \\over {\\mathbf{P}_{XX}}}$$\n", + "\n", "## Computing Frequency Response Functions using SDynPy\n", "\n", "Frequency response functions can be computed in SDynPy using either code or interactive windows. The primary functions that will be useful for computing frequency response functions are `TransferFunctionArray.from_time_data` and `SignalProcessingGUI`.\n", diff --git a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb index 309f88f..65d554d 100644 --- a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb +++ b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/Modal_05b_Types_of_Excitation.ipynb @@ -24,7 +24,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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CXhOQg10FNdA3wteFQafBgFxfDGpi9PHwcgzKS4OG852/WtPIroIavAgNx9BC3+e7Ge4blgY7rDYHNBwwrDD8YQGJMP8pDSl2jLPTb60bVpjeJoZIYEgCTF7CqrCjA7TFDpoIcvQML4dGw2Ew4/XhcHuw328VbU+OftkpMOg0aHK4cewMm+6/PZZGeHkgN82IXHN4hWhI0GKBVfef0KaGt1MXADC0gH2FKBI5hiSQHO31jSSDFn39XgdW5ahrdqLabxVtrz4G++viRH0rsyeCCAuZAbmpSDbowl6TCPOf0pBixzj7/AdnC50wHMJqfk91I7NnSu61+OXI71wOVgdLr5fHfqtPIRoUiRyMDjSHTjXD4+WRZtKhID28QqTTasQdvqzWh9A3OqqLgXmp0Go4nGlxwWJj07qyz983hnTUphJg0SPUx5AIxipWLY8tTjeq/AmtO+zjorWLzRMohPG2KCsJKcbwCpHZpEdRlu9oTVbb1V6LMN62f7SnoNgdOd3M/A5fpSDFjnGEwXJgXvuDTN/sFJj0GrS6PEy6/3ieF+U4pwM5gicvFq0rx8+0otXlgUGnQXFWcrvXse4aEBWivLSwGycEhjIe1xUsR3uY9FoM8IcwCNZv1thX03kfH5RvBscBVpsDtU3s5Uh0ebzixomBuZ33cVbblLBwy041hN04IRDoG2wqqEKIQkd9A2B/Mb1f7OPhw5AAIDvViDyzETzvi20mSLFjnn2ChaiDDqrVcKLCxOIZhrVNTpxpcYHjfCb19uifkwqdhkOj3Q2rjb3Ja69/kOmfkyoe+RQOYaUvTBKsEcliAQiSg8E2BSCixQIQLAd79cHzkVmBU406FPlPQGCxXR093QyXh0eKQYueGUntXjfYb3k5fqYVLU72rCuRtinB88DqRi/BYtd5H/fVB4ttCgiMuRHLwWh9KA0pdgzTaHfhRL0v/9Y5HaxYAIhWCSH/EksIg2WfHiltkq8GY9Bp0NufgFJY/bPEvghWjwDEvHAWm51J10BgsdBJm8plt00BATnO6UAhAoLlYK9NnWzwtRG9lgubPicYluUQXGYD89LCbo4SyEoxiEnWDzHYriJV7IS6OFTbzGT4y/4IDAIA223K4w1kSOhUDmH+I8UOACl2TCOsPnLTjCHH84Sjfy67DVtcPXZgrRPon8PuQBOppSs9SS8mBD3EsBydTV5Cm/JZY9hK3XKm2Ske29ZZu2K6Tfn7Rl//ZpWO6O8/do9FOfaKbSqSPs6yHP7FQid9ozAjCUadBk63FycYS37N83yQpauzvsFuXVTVtcDh9sKo04QcQRmO/rnsyqEGpNgxjLCi7axzAoEOeoDBhn2oVljNR67YsejiEOsjIgXVXx+MyeFwe3DMHxw+oJP6KDCbkKTXwuXhxYByVhDaVM+M9oPDBYRB/0BNE3Oxm5HEpQmw3Teil4PFRagoRyd9Q6vhxJ2xB06xFapQ1+xEQ6sv9OXsU2XOpl92KjgOONPiQl0zWztjhbron5PabkYIAbFvMDj/qQEpdgxz9LRPkejMRQMEmdQZnLyEbPmRyMHqCpLneRzxb0zpGybB8tmw6uI4VtcKLw+kGLTI6SA4HPClbhFXwoxNwkdq/W0qu+OVPOBrdxoOaLS7cYqxjQdi34hADtH9x6ALMyBHNH2DLTkcbg9O+kNfIhqrxDGXLTmO+OeNwvSkDkNfAF/qFiEmkrWx6oi/TUUz3h4/0wq7i92Ti5SCFDuGEXa4RjLI9M5KgVbDodnpYW7jgShHBB2U1cGyrtmJRocbHIdO3QJAsFWCLTmExUJxj5QOd8QK9Gc0dvNIkBydYdJrxTpjrT6ikUOoixP1bG08CF70nH1IezhYdY0HL3qyUzsOfQHYlUNY9BRHUBcAuxZUoU1FIkePFAPSk/TgeTCZGUJpSLFjGGEVHEnDNug06O2fvFiK6wpeBUciR//swMaDZoY2HgirxwKzqdNVMADxlBDBZcgKR6KwEAE+Vw3AVpsCguSIcPISjrFjrz4iX7xlphiQmawHwNbkFe2ip1+OUBfNTJ1qEv2ixy8HY4ueo1EsFoDQ+mCJaPoGx3EBORirDzUgxY5ReJ4PNOwILF1AQHFiKR7q+JnIXX8AkJ6sR4Z/8mLpxIMjUVgdgYDCUVXXwpRr/EgUVmAgoACy1KaA6Ccv4TqW5AgOvI9UQRXkOMaQHNEuenpmJEGr4eB0e1HTyI53IdpFD4ttCgAOiy7MyOQQxoKq02zJEY17HwiSg7H6UANS7BjlTIsLjXbfKrh3BKtgIHAdSw072lUwECQHQwNNtIpEYUYSNBxgd3mZiuuKZhUMBCwwLCkSPM+LFqtI4m+AQJtiSY7jZ1rg5YFkg1bcRd0ZLPfxSCdgnVYjxnUxKUeEfUOoC4vNzlRcV7RjFYttyun24viZ6KzyRQzKoRak2DGKMHFFugoG2Oygh6MIchdgsYNG6/rTazUo9E9eLCkT0bj3gUCbqrbZ4XCzMXkJix4gsRc9R+JZ9LAkR210igTAphzRxDQDQGayHqn+HdnHGUl5ErzoiXbxxpJ3IZ5FD0vjrVqQYsco0a66ADatK7HIwWIHjdYtDrA3eQWvgiO1dPVIMSDZoAXPg5l8XUJdFKRHsejpwZ4VWNzZG6GSDQS3KTbqAoh+0QOwuXiLdtHDcRxzY27woidSOXpl+hagTQ43zrS4ZCtbNATqIrEXPWpBih2jRBvvAQQa9lGGGnYsgz5rcsSyCgaC5GBEmRBWwUn6yFfBHMcxVx+BxUIUioT/OC6b3Y36FjbydcWzeKs6zU6AeDyLN1bkCHH9RbV48ylFRxmRI5ZFj0mvRb7ZBIAdpSgQMhL9vHGivpW5hOpKQ4odo0Qb5A4EGnZ9iwsNrWysvGKRo5ixlVd9DK4/gD2rRLBFItJVMMCeJVhw70dqdQR8+bpy/cosK/URbZA7EFBmj59pZeIoq1jiHQH2NnoFL3pyI1z0AMEbKNiwoMay6AHYs3bF4t7PTTPCoNPA4+VRXW+Xq2gJASl2jCJYR6LpoClGnZh/iYVJ2OXximfdxmKVOF7XykQ6BGH1mG82IckQ2SoYYM+lHO3GCQHWNrMIVp7eWTHKwUh9xCJHntkEg1YDt5dHdYP6ykRDqwu2GBY9rLmUg8fbWBY9rLSpgHs/ur7BmiVYqI9oLHYaDYeiTPY25agBKXaMIsQz9cqMbuXFknXFarPD4+Vh0GqiWgUXpJug03BwerywNqq/8hKU0yK/2yVSWFMkhDaV8HJ0gfrwenmc9FsVopFDq+HEmCgW5BA2DWSnGqNa9AjjVG2Tg4lky7GOt6wt3gJ9I7EtdoGxKrHlUAtS7BjE7vKg1p8iQ0gLECksNWyhcxZkmKDp5Ky/YHRaDXoKkxcDViJBjsIo60KwtlptDibSIQiDfrRy9GbMbRZrfbC06KltcsDp8ULD+axw0cCSHEKb6pkRnQzpSXqkJ/nzVTJgtYtVjuDxloUdpYG+EZ0cLLnGeZ6PeaxiNbeg0pBixyDVDb6VfJJeKybrjZRihgLdT/pdRYXp0XVOgK0NFCdjHGTSk/RIM/nSIbAwCccqB0uTl9vjhcXm6x+9YlS0WdjMIkxc+WYT9NrohmGW5Ii1TQHBcqjv/otVjp7+fJWtLg8T+SpjHXOLGAq3aGh1ocXpWwgXpMe26KmqU79NqQkpdgwirLp6ZiZFFe8BsLWaF1xNgvUtGlhycZwQ5Ihy0A/eUcrCCjJWOXplJoHjgBanB6eb1d1RarHZ4eUBvZZDdgQnmQTDVl3ErhCxJMdJ0dIVvRwsxaeJckQ5Vhl0GhSks5Gv0hu0aSBaOYLzVTrd6u4oDXbvR7qzV4ClvqEmpNgxSDyrYKFDC/dQk+MxusyAYDnYibGLZfISfnOyQV054nHvG3WB4+DU3m0mtIeC9KSo3PtAoB0KsZ9qElcf9/+mWuU2BcSnoPZiSY4uMFbF497PTjXAoNOA5339Q01OxugW9/3G36YYmDfUhBQ7BjkehyIhmOBP1ttVd5sJHTRalxkQLIf6Cmqsq3kgMFGoLYcweSYbonfvA0CBX44TKstxot63Eo+lb+SmGaHVcHB5eFHJVYtgq3y0FDDSpoAgK3AscvjdbGrLEY97HwAKGZEjHvc+x3GiHOr38XjGW58Mp5udTMQ1qwUpdgwSz4ol3985W10e1KucRTye1byoEKmc0qHJ4RZzAkYb7wEEBhrVB/0gi0S07n0g0BbVlkOwisTSpnRajZiIVf3JK3Y5hDZltdlVT8QqKqjx9HGV6yIe9z7AjhzxjLfBv1NbDtGaHUNsdnqSHsn+3dlqy6EmCafYLV26FH369IHJZMLEiROxefPmdq9dvnw5OI4LeZlM0U/OShOPm8ak14qDk5qTF8/zQXLErhBV19tVzWUnyGA26ZBmit7SxdxgGeugz4gFNZ7VPMCOoh2PNTs7xQiDVgOvym6zYPd+PIu3Ewns3gdYkqOrKHaxL3o4jguSo/u6YxNKsXv//fcxf/58LFq0CFu3bsWoUaNQVlaGmpqadn9jNptRXV0tvo4ePapgiWMjnpgu3+/Un7yCdzbF0kHzzCZoOMDp8aK2WT23WUCRiC6fkgArg0y8bUqQQ+14qICFKLYFWgFjCmosfUOj4VAg9nH16sMStHs/Mwb3vtAWa5sccLjVc5vFswEk+Hdqt6l4NqsBwV4Sdfv48bgXb2zUh5oklGL37LPP4s4778Rtt92GoUOHYtmyZUhOTsYbb7zR7m84jkN+fr74ysvLU7DE0RO8synelZeak3BgZ5Mh6p1NAKDXasQAYDUDYeNVJIRB36JywH6seboEAlYJtScvQY7EVbSD3fuxWLOBgAVVzdMnTgRZ5GNx72ck65HkHxssKo5VUrkw1T4JJJ7NagAbBoHg58dt2GDgZBa1SBjFzul0oqKiAqWlpeJnGo0GpaWlKC8vb/d3TU1NKC4uRlFREa6++mrs3Lmzw+c4HA7YbLaQl5IE72zKjyGmC2DDKhFv5wTYCK6OV47sVCN0Gg4eL48aFU/RiGcDCMCGCzM0cWmsirb6csTr3gcgWuzUVLTjtWZzHMeYHLH1DUGGMy0uVU/RiMe9D7Axb9hdHpxqjG33vgALcqhNwih2tbW18Hg8bSxueXl5sFgsYX8zaNAgvPHGG/jvf/+Lf/7zn/B6vTj//PNx/Pjxdp+zePFipKeni6+ioiJJ5egMYZDJi2Fnk0AhQ4NlrKvH4N8mshxaDScq6GoONKIcMQQkAwH5TzU5VMtzFa97Hwga9BmwdMWqEAFsuP/itWb7fqu+BTVeOcwmPdKMvkTkqsohWYwdG+79WHbvA2zIoTYJo9jFQklJCWbOnInRo0dj0qRJ+M9//oOcnBy88sor7f5mwYIFaGhoEF/Hjh1TsMTSKEQsDPrxBvICbAz6UsihdnC1FO79Hinq57mK170PsDHoS6EQsSBHPLsXBVjYlCNlH1dLDknc+/7fNTncsNnVyagQr3tf+C1AFruEIDs7G1qtFlarNeRzq9WK/Pz8iO6h1+sxZswYHDhwoN1rjEYjzGZzyEtJpHBhsjHox3bKQTBqD5a+Z8cXkAyor2jXNsfv3uc4TpRDLQuqFH1D+G1dsxOtTnUC9qXt4yr2jYb4XJiA+nIE796Prz7UVSaqJXDvJxt04iYYteSQ0pp9or5V9VyuapEwip3BYMC4ceOwevVq8TOv14vVq1ejpKQkont4PB5s374dBQUFchUzbuLJgC4gZthvVC/P1XEpV8Equc2CE5cm8qAvtKl43PsAA3JI0KbMSTqkCHmuVGpX0ljlGQi3kGSsUleOhlYXmuN07wf/Vq2+IcV4G/x7tceqeKzZwuLV4faiTuUjENUiYRQ7AJg/fz5effVVvPXWW9i9ezfuueceNDc347bbbgMAzJw5EwsWLBCvf+KJJ/DVV1/h0KFD2Lp1K37xi1/g6NGjuOOOO9QSoVPiyeQu0CPFAINWXbeZGMgbhxyBzRPqyGBtdMDj5aHXcuKRWrFQkK6uBVUK6ymgflCyFJYVX8C+fxejavURv6VLqItGuxuNKrjNvF5eTIshheVRrR38gkIZj3sfUD9ViBTjLRBoV2qFjUjRx426QC5XtdMzqYVO7QJEw0033YRTp05h4cKFsFgsGD16NFauXCluqKiqqoJGE9BVz5w5gzvvvBMWiwWZmZkYN24cNm7ciKFDh6olQqcE4lZiX7EIea6Onm7ByXo7esVh1o4Fp9sr7myK5bQGgbPzXBl1sQ+8sSC4N/LTTTElLhVQ2xUrpGEokGo1r9bk5X+uFHIcqGlSUUENJMSNlRSjDulJejS0ulDdYI/Z/RYrp5udcLq94OJw7wOhFiKe52OOq4qVagnqAlDfmi2VHIKlrFq1sUo6OWqbHDhR34rhPdOlKFpCkVCKHQDMnTsXc+fODfvdunXrQt4/99xzeO655xQolXQIKTHiGSwBn9vt6OkW0ZWoJIIMBq0GWSmGmO+TkayHQaeB0+1Fjc2BoixlFVThf5cf5YHaZyPk41PLeirsNMs3x2519P3eL4dKip21QZr6EP4PavQNb1Dam3j7eL7ZhIZWFywNdpyTlyZF8SJGaMs9Uoxxuffz/HXR4vSg0eGGWWEFVWgDeRL1cTXaVPBz45430ruIHGYTgAZVT2ZRk4RyxXZ1XB4vapt8MQFSDTQ1KjRsq81nrcs1G+NagXMcJw78anRQQY7468Ing2DlUBpro7RyWFXKx2cVFSKJFFQV2tSZFidcHl9Ad25afHLkqtg3aiSqi2SDDmkmn31BjbGqxiaNHIHxVp1TcqxSKahpXUQOlRfTakOKHUPU+CdgvZZDVnLsli4gyCqhgnWlRqLOCQQmYVUsjxLJkeWPeQSgSpJiqQdLS4Pygz7P84EFQ1p8cuSqOOgLMmSnGuKydAHqKqjioifOugCC+rgK7UoqOQQZmhxuNDmUT1JcIy5C41z0qGixa3G60Wj3/e8kk0OFNsUCpNgxhDBA56bFF9MFqOsaCLg34uucvnsIHTRx5eA4TlXrilSKnTBYnm52KL7bur7FJVo7cyVyKavRN4L7eLyoOQkL/TFXisWbmnJI1DdSjDoxSbG6Y5VEli4VZBCU7GSDFqnG+KLEyGJHMINVHCzjV4iEwTKRXZiA2lYJGSyPCq8gfZYuaWLTspIN0Gs58HzAuqwUghs2K8UQ9yYaNVfzVlkWPcrLIbpiJegbak7CYn3EGdMVfA+l5bC7PGJyYqkWb40ON5oVtjwGj1PxbqJRc/HGAlGpxV6vF+vXr8c333yDo0ePoqWlBTk5ORgzZgxKS0sVP36rqyHVBBx8D6sKsRKSumLT1ZRDOgVVraBkm90Nu0saS5dGwyE3zYQT9a2wNNjjTp8SDQE3rHQKkWB5jNclGg2CHPEGhwOBPq6Oe18a1x+g7uKtplFaOQ7UNClusRPGKZNeA7MpPktXqlGHVKMOTQ43LDY7+uekSlHEiBCt2ZIYNtTzkLBARCNaa2sr/vCHP6CoqAhXXnklvvjiC9TX10Or1eLAgQNYtGgR+vbtiyuvvBLff/+93GXuslikVCSCVixKZ9+W0hWby4DbTJL6SFNn8hKU7PQkfVx5ugTU2swiZV30SDFAp/FZHk+pZHmUwhWraphCg4R9Q6V4YIfbIyawlSJWMFel3dZCm8qTwNIFBG3KUUlBlaJNCfNGo92NFqfyMY9qE5F6f84556CkpASvvvoqLr/8cuj1bbekHz16FO+++y5uvvlm/Pa3v8Wdd94peWG7OlJauoTO6XR7Ud/iQmYcaUeiRZyEJQysVlqRaLQHMtJLsppXaQUppZINqOfitzZIJ4fP8mjEyQY7LDZ73Nn6o8EqpULkb1O1TQ64PV7oFLQ8ClZCKawrarliBUXCoNPEfOB8MKIFVek+3iDdeAv45Dh0qlnx3e9SxQkCQJpRh2SDFi1ODywNdvRT0PLIAhGNBF999RU++OADXHnllWGVOgAoLi7GggULsH//fkyePFnSQnYXpJyEjTqtmENO6RWkuPKS0N1kaVDW8ii4mtJMOiQb4k/3qJZ1Rcp4x+D7qGWVkCJMAQiKh1K6PiRKEwIA2SlG6DQcvDxwqkk5y2NwWiZJwkZUClOoaQyMt1JYutSSQ8o4QUC9eGAprfIcx3XrOLuIFLshQ4ZEfEO9Xo/+/fvHXKDujJQxdoA6K+FmhxuNDmHLunSWR4fbC1urciZ1Ka2ngHqWRykHS0C9JMWB3IiJXh/SpGwBApbH4PsqwamgtEyZcaZlAgJ1ccp/hJ9SSJmyBQhe9CirEIlxghLEnwLqbQKRKmWLgNq5BdUkLtv9iBEjcOzYManK0u2pkXjyUiMeSnhWigRb1gHApNeKbhIlV15SuzDVinmUchem7z4qWyUktzwqbemS1oKaq4IlWKh7KdIyAUCPVCO0fstjrYKWRynjBIPvo/SiR3I50tSJeZTSFeu7j3onzKhNXIrdkSNH4HIpfwB1VyTY0iXFjjlAHZO6VUI3rIAaJnWpXZhCndpdyloe5bMCq+OmkUoONWIFa5sc4HlAp+HQQ6KYVzUsjzUSLxa0Gg45qcorE8GbDqRAtDw2KW15lNgVq4JLWcq0TAJiJgKVjkBUE8pjxwhSW7oAdawrYtyKRO4NQJ2VsNQWIpNei/Qkn+VRyaBkyV2YQQqRUpZHj5cX3X+SbQJRwdIVnLJFCksXoM4kLPWiB1AnHZDUrr/sVAM0nK+9nlbQ8ii5K1aFTSC2Vjcc/gTkORLJoWYaHbWJS7G76KKLkJSk3I6yroxF4lUXoI5VwiLh7kUBNSx2AQVVBjkUVCbkihUUDm1XgtNNDnh5QMP53HZSoMZJIIE8XYm96JHaZQYEjkBUoz6kkkOn1YhKiVJjVbClS2rvQk2jA16FLI/CYjcjWZq0TED3TlIcl2L3+eefo6CgQKqydGtqJA7kBdRZsci5mldHQU1cq4TXy0uagBUAkgxaMQmqUsqE8P/KSfPFYkmBOn1DhkWPkEZHUSuwoKBKv+hRtI/LKIdSi7dGhxstYlomacaqnFQjOA5we3nUNitjeZQ6ZQsQGG9p80Q7RJN0uKWlBTt37oy5QN0VYZCRKr4OUMkqIXHciu9eaqzmpY8VFKx/SilEp5udcHt5cBzEGCYpUNrFL57WIKWFyF+vzU4PGu3KxAlLbVkBAhOhslZg6esjsAlEQRemjHIoNVYJFnmzSYckgzSWLp1Wg+xUYaxSpj6kjhMEQrNCKGV5ZIWIFLsZM2agrKwMH374IZqbm8Nes2vXLvzmN79B//79UVFRIWkhuwNyroJrm5ziAepyI2UCVgGlTeo8zwfluJJemVBOIfI9JzvVKGny2nyFg5LlcGEmG3RIEyyPCiuo8lizFdxNKosrVlmFqMnhRpM/lEDKdqX0WCVHmwKUl0PqOEHAF8sqWB5P+08Y6S5ENNrv2rUL06ZNw2OPPYaMjAwMGzYMl19+Oa666ipceOGFyM7OxtixY3H48GF89dVXmDlzptzl7nLIsXrMSjHA4J/QlTpP0hqU9FMqlD7s/EyLCy6Pb4Unh6VLqUm4Roa68N0vEIOjBFLvwhRQete4HBY7QYZgRUVu5HEpK6xI+J8jnI0qFUqfbS1Hmwq+n3KLHunl0Gs16JHSPc+MjUix0+v1uP/++7F3716Ul5fjzjvvxPDhw9GzZ09ccskleOWVV3Dy5Em89957GDFihNxl7pLIsQrmOC7IHSv/QOML5JV+BSkMlsKh7XIjWKKyUw0w6CS0dCk8WAoKi5SLheD7KWWxE8MUpJZD4dhNORSiFKMOaUblLI8tTjca7dIlIBdQWpGQOk+lgHpySN03lFWIxBg7CV2xgHpHOapN1EuV8ePHY/z48XKUpVsj18or32zC8TOtijTshlaX6PKV0qWclWyAXsvB5fGlvZD7bE8pD2oPRi1XrJSuJkD5TSBSp2wREOo30d1meekmNNY0wdpgR3+Zz8QUPAvJEqZlAgJ9Qzi0XYpj/DpCygPng1F60SN1yhYBpeWwyuCKBXxy7Dhh63Y7YymPHQPwPC9bB1XyjFKh82Qm62HUSRPICwhHJyk3Ccvl+hOU3domZSyPcuQU9N1P2VWwbIseBVfzdpcHDa2+TRrSu82US7ERbCGS4nxVgVSjDin+4H8lxir5XJjKpjuRSw5xM4vCrnG55FD6NBC1IcWOAc60uOD0T/RSW4mUdA3IZZHw3VO5HaWCC1NqOYRD23k+cN6mnMiRUxBQb/NEIlslBBlMeo2YLkYqlNylLFqBJbasAMpaguVIdQIEZBAsj3Ijl0tZybART0hapsTeBMIKpNgxgDCx9EiRNqYLUNYqIdfqEVA2HkqOlC3A2Ye2K6hoSx23Iu62dsAts+XR4fbgTIsr5LlSIS56FFCygxc9Ulq6gMD/RYl8XeImL4nbFKCSHBK3qTSjDsl+y6MScc2yuZQV3ARyutl3BJuG88U1S0lAQe1euexIsWMAuRSJ4HsqspqXyULku6cghxKDpYz1oaCCKpcrNvTQdnnTCAgTl0GnEY9kkwpx8lLS9SdxXQDKWlDlCtYHlLWuyLUI5ThOMUuwLwG5XC5l3/0aWl1o9SdAlguhj0udlglQJ7k9C5BixwBKKERKrIKVUFCVOL/QKlO8IxCY2OVeQbo8XlHpklqO4EPb5R4wg1O2SG3pEtqUEoe2y5GAVUAI31Di9Ak5XbFKJveVIy2TgODelTvF1JkWJ1wefwJyievDbNLBpFcmVZacnh41ktuzQETBHi+88ELEN7z//vtjLkx3Rd7YtC4WY6fA5CWnVUKpgUaIWdFrOWSlSOveAHxyWGx22eWQK2UL4At9EA9tb3ZIHt8aTMBiJ8fiza9IJLgrVik55ErLJKDUmCuMUz1SjNBLbOniOA55ZhOOnm6B1eZAcY8USe8fjKzjrb9Pn2lxweH2SLqpj2UiUuyee+65iG7GcRwpdjEgr6XLN1gKRyelmaR1ZwUj78pLGfeG2+NFbZOMg75CAeIBy4r0MV2A8L9pkH3ykitlCxA4tN1qc8DaILdiJ1+bCo4/9Xp5aCQ6TzccXcEVW98SSMsktaULUC6uS65MCgKCYif/WCWfHBnJehh0GjjdXtTYHCjKSpb8GSwSkWJ3+PBhucvRrZHjGC4B4eikRrsbVptDIcUucV3KtU1O8LzP3dhDDktXmjJyyJWyRUCpUzSsMsUJCuSZTT7FzmbHCKTL8gxAXldsdtCh7XUtTvGcT6nxWbrkqw+lXLFCm8pKMchiwVEqVYicC+ng+8od/iJnTLPP8mjEsTpfLtfuothRjB0DCAONsINVapTooB4vL6bwkNNi1+hwo1nGo5OCY4jksHwo5aaR00Lku69CLmWZrRJKxafJcRamgFJHJ9la3XDIkIBcINgVy/PyxTyKCa9lqAsgWI7EtXQByuWrlNMgACgX18wSMSVUOn78OD755BNUVVXB6QzdFffss89KUrDuhBBHJJcrKM9sxIGaJlknr9NNDnh5+LesS99BhQSmzU4Pahod6Cth1vtg5HQ1+e6rzGApvxyCQiTvYCm43uWI6QKC60M+OXieD8opKJ8ctU0O1NgcGFYoyyPE8SMjWQ+TXgZLl3/8c3q8qG9xIVMGizkQ8JDI16aUUSTk7uNKpTyxyL0I7YY7Y6O22K1evRqDBg3Cyy+/jGeeeQZr167Fm2++iTfeeAOVlZUyFDGUpUuXok+fPjCZTJg4cSI2b97c4fUffvghBg8eDJPJhBEjRuDzzz+XvYzR4PJ4cbpZvoBkIDg+Tb4OKgwyOWm+VBhykKdAWgfZXZh+GWx2t6xpBJRy08idKkSu490E8hWQo9HhRqvLV9eyTcIKuP9E5VSmujDoNGL4g5xyyOlOBkLrQk7Lo5wuTEA5l7LccgQsdqTYtcuCBQvwq1/9Ctu3b4fJZMK///1vHDt2DJMmTcINN9wgRxlF3n//fcyfPx+LFi3C1q1bMWrUKJSVlaGmpibs9Rs3bsQtt9yC22+/Hdu2bcM111yDa665Bjt27JC1nNFwqtEBnvfvXkyWZ4WqhPtPbtcfEBSfJqPlUW450ow6JOmFBKZyKqjyB1YDCrgwu4AcwsRlNumQZJBnV54S8WmBjSzy1IXv3grIIWOqEyCwIcPp9orHyMmB3HIIrlg5XcpOtxenm4W0TIntJWGJqBW73bt3Y+bMmQAAnU6H1tZWpKam4oknnsCf/vQnyQsYzLPPPos777wTt912G4YOHYply5YhOTkZb7zxRtjrn3/+eVxxxRV4+OGHMWTIEDz55JMYO3YsXnzxxXaf4XA4YLPZQl5yErx7Ua7dbGIHlVUhknfV5bu3/B1UbveGEMwLKCOHHGlCgEBd1Le4YHfJY3lscrjR5I+nlM8qIb8rVq4j6oJRwqUsxAnK1aYAZVKeiPUhk4fEpNciI9m3SS2R21WwS1kuy6MwJxm0GmQmy7OxTynXOEtErdilpKSIcXUFBQU4ePCg+F1tba10JTsLp9OJiooKlJaWip9pNBqUlpaivLw87G/Ky8tDrgeAsrKydq8HgMWLFyM9PV18FRUVSSNAO4iBvDKugpXITC93ACwQ7IqVr4Mqo6DK7+KQM00IAKQn6WH0H38n1yQsyJBm1CFFpphKJY6qU6JNKXG2p9xxgoAyLmW5TmQJRu76CA7hkVuxa3V5YLPLs2EteP6TIy0ToGwuV1aIWrE777zz8O233wIArrzySjz00EP44x//iF/+8pc477zzJC+gQG1tLTweD/Ly8kI+z8vLg8ViCfsbi8US1fWAz9Xc0NAgvo4dOxZ/4Ttg8uBcfPPrS/Hn60fJ9oxcBVYscsetBN9bXreZvK4/371NIc+SmhanG412wdIljxxCAlNAvvpQwvUntKm6Ziccbnksj2KcoAJtShkFNcFdsQoo2nLHp9U2+UJ4dBr5QniSDFqYTb4FlVzuWLnj63z37n6u2KiXwc8++yyampoAAL///e/R1NSE999/HwMHDuwSO2KNRiOMRvkGrrMx6DSy59YRFYlGXzCvHCsjRWLsFEjbImeyaAG5BxpBYUw2aJEqk6UL8MlRVdciuxxy1kVGsh4GrQZOjxenGh3olSl9X5TrwPlglHApCzug5bICA/K7lEPTMsm5YJA3Pi04ZYucCanzzCbY7E2w2hwYmJcm+f0V8fT422uz04Mmh1vWMZEVopawX79+4t8pKSlYtmyZpAVqj+zsbGi1Wlit1pDPrVYr8vPzw/4mPz8/quu7KsK5ni4PjzMtLlmOmJIzAauA3IO+3eVBfYvL/yz5FVS5UoUEx9fJ5d4A5I9dkTtOEPBZHnPNRhw/0wqrTR7FTgkXpnDv080OuDxeyY+YAoLShCTwBqlaf1omrYZDD5kSOQMK9I0G+cdbwBeqsL+mSbbFm9ypTgAgxahDmlGHRocbVpsdqTmpkj9Drj4XKzGXxOl04vjx46iqqgp5yYXBYMC4ceOwevVq8TOv14vVq1ejpKQk7G9KSkpCrgeAVatWtXt9V8Wg0yA71Z9GQKY4OyVXXnKlERAsKya9RnRByIHcqUKUcGEC8rv/5I4TFJA7Hkru3YsAkJVsgF7LgechWqSkxOPlcUrGo/YE5I4HFuo4J1W+tEyA/LnTlIgTBAJphuRyKSvhigWCLNoytavSZ9dj1O+/wk/H62W5f7RErdjt27cPF110EZKSklBcXIy+ffuib9++6NOnD/r27StHGUXmz5+PV199FW+99RZ2796Ne+65B83NzbjtttsAADNnzsSCBQvE6x944AGsXLkSzzzzDPbs2YPHH38cW7Zswdy5c2UtJ4vImWHf4fbgjGDpknGgETqnXGkEgt2wili6ZLJKKOHC9N1fGZeynAqR7/4yT8I2+V2YGg0X6OMyyHG62QGPl/cnIJcnpgsI9PHaJgfcHq/k95f7tAYBuU9tUGIhHXx/2VzKCix6fPeXb8wVjtpraHUhPUm+IzujIWqzxG233QadTofPPvsMBQUFsk6AZ3PTTTfh1KlTWLhwISwWC0aPHo2VK1eKGySqqqqg0QR01fPPPx/vvvsuHnvsMfzmN7/BwIED8fHHH2P48OGKlZkV8sxG7KqWp4MKE5dBpxG3+cuBUadFZrIeZ1pcsNocyJA4aFgJl5nv/oFBX46YRyVcmID8CpFScsgZn+b1Bs5XVUKOE/Wtssgh9PHsVCN0MrqceqT4LGkeL4/TzU7J+6Lc6YwE5HfFypuyRUDu0yeUGnPzZayPRocbdpf/qD2ZLaiRErViV1lZiYqKCgwePFiO8nTK3Llz27W4rVu3rs1nN9xwg+yJkxMBOU+fCF49yq3o55lNONPigsVmx6B8aYN5ldgtF3x/u8sLW6sb6RIrw0q5MOWevJSXQ3oFta7FCbfXFzaQI9PZpAJyZthXagLWajjkpBphsdlhabBL/jylXH/C/U81+SydUrt9u44rVhnvgrhLWQZXrNCm0mRMQB4tUS+9hg4dKmu+OkIe5DRFi+4NBVYrck7Cch7UHoxJrxVN9nLUhxouTKljHnmeV0wOOWPshHtmpxpkD66WMyefUi4zQN74NKVcmNmpBmg4+C2Pci6mlfEuyOHpaXa40ShzAnIBUQ455z+ZZYiGqEeaP/3pT/j1r3+NdevW4fTp04qe0kDEjpypQpQaZHzPkG+gUUMOeSdhZQbLFn8aASmpb3HB6VHGvZErY12I8XUKLHrkdClbFYgTFBDj02TYBKKUHDqtBtmpQsC+fHIotXiraXTA65V28SYspFNkTssEyOtdUGqxEA1R/zeFkxwuu+yykM+FWCGPR76DzYnYkTNViFK7MAF5O6hgpldKjn3WJsnl4Hle9sPaBZINOqSZdGi0u2G1OZBmks6lLLh+slIMMOjktXTJmTDaouCgL2eqEKtCbQroSotQE2oaHbDa7BiBdMnua3d5xM1jciuoOWlGcBzg9vKoa3GKyqoUKOXeD36GPFZg5RZvkRK1Yrd27Vo5ykHIjJzHWCkV5A7IK4dSQe6AfANNQ6sLDrff0qWQgtpo9+W5GpArXX4opYLcg5/R6HCj2eGW9PgyYfLKlznIPfgZcsQRiX08Xf42pYgcCrWr7ScaJA+3EP4vSXqtrGmZAECv1aBHihG1TQ5YGuySKnbqeHockm9YU1KOSIm6VUyaNEmOchAyIzQ6IY2AlDvblJy85FrN8zwfNHklritWkCEzWQ+TXv5A3jyzEQdkSGAaSIYrvyKRatQh1ahDkz+BaT8JE5h2Gfe+gnLkyuSKDU5AroxiJ4+XJHicUiIrRZ7Zp9j5LMHSWR6VHG8Fa5rT45U8Sb9FwbEqUqJW7H766aewn3McB5PJhN69eyt6JBcRGT1SDGIagdomp6SdSZ3JS9rB0tYa2LKeyK4BJd0bwc+Rc/JSglyzEU2nfC5lKRU7JS1EglvOZnej1emRdIeesoseeRZvQl8z6TUwJ8l/rJRciciVjunKN5uw86RN+j6u4Fhl0GnQI8WA081OWG12aRU7hceqSIi6dY8ePbrDVYJer8dNN92EV155BSYTO4J2d3wJTI2obrDDYrNL1gh9yRnlPwtTQK40AkLnzFDI0hVIIyDtYCmeS6rQICOXgqr0TrO8NBMOnWqWTw4F6iPNqEOSXotWlwdWmx19slMkua/yli55wi0sQUeiKWXpAqTf+a5kyAggX6oQIRZUKUtXrtmE081OWGx2DCkwS3ZfpVLoREPU/riPPvoIAwcOxN///ndUVlaisrISf//73zFo0CC8++67eP3117FmzRo89thjcpSXiAM5JmGb3Y1Wlyfk/nKSnWoMpBFokk4pElfBCgXACoqX1FYJi8JyyJVhX+m4FblShSg5CXMcJ4scwmLBqNMokllf+F/Vt7hgd0m3GU9w7SqxsxeQ0ZrdoPCiR6ZUIcp7F6TPqOD18uLu3oS22P3xj3/E888/j7KyMvGzESNGoFevXvjd736HzZs3IyUlBQ899BD+8pe/SFpYIj7kaNjCBGJWKDmjVsMhJ80Iq80Bq80h2SAtKkSKWbqEwdKXRkAjseVRKTnkUogsChw4H4wcqUIcbg/qmp0AlJu8ctOMOFzbLGl8WvBGFiUsXeYkHYw6DRxuL041OlCUlSzJfa0Ktyn5rNkKL3pkUlCVtGYD8shR2+yA28uD4yDpxpJ4idpit337dhQXF7f5vLi4GNu3bwfgc9dWV1fHXzpCUuRYQSq5cUJAjgFTyWB9wDcIcGICU6dk91V68sqVbdBXeDUvw1nKwUftZcp41F4wcsSnKRknCPgsj3L0caVjoQQZ6pqdcLilszyqJYeUdaHkUXsCubLMG4Gj9uROQB4NUZdk8ODBePrpp+F0BiYjl8uFp59+Wjxm7MSJE+L5rQQ7yBG7osZWbznkUHry0gcnMJWyPoS4FQXSUgDBCUztkiUwdbq9orKr1OQlWh4ljCNS8qg9ATlShdQobAUGAv1Qjj6u1FiVmayHwT/Zn5LQgqr0mCtHAm/hqD2Ok/+oPQE5do0rrZxGStSu2KVLl+JnP/sZevXqhZEjRwLwWfE8Hg8+++wzAMChQ4dw7733SltSIm5ksXSp0LDldCkrOXnlmY045U9gOrynNGkElI6/yfErpy4PjzMtTvSQwB0hxPIYtEpauqQPdFd6sQDIkypEjXQOcrjGlbZmcxyHXLMRx8+0wmpzoFdm/C7l4KP2lLbY1TY54fJ4JbFMCW1KSUtX4CxlecIUWCJqxe7888/H4cOH8c4772Dfvn0AgBtuuAG33nor0tJ8h7LPmDFD2lISkhCcpFEq1NjqLUcHVfK8W4G8NBN2QLo0Ai6PVzyXUqmBxqDTIDvVgNomJ6w2hySKXfBJJkpZunKD2pRUCUyVDg4PfpYcLkw15JB08abgebcCeWaTX7GTRo66Zqd41F6OQjFdWckG6LUcXB4epxodKMxIivueahzDJUc8sGjYUMhDEikxJfNJS0vD3XffLXVZCJmRxYXZoOxOM0BmV6yCCmquxHLUNDrA84BeyyErWbo8TZ2Rm2byK3Z2DC2MP42A0KYUtXT5Jxin24v6FhcyJchzpWaYghyTl7Jy+OpDqr4RnJZJDTmkqg/h/5GdKv9RewK+VFkmnKhvhcVml0SxU8Wa7a8LKZP0K3V8Y7REpNh98sknmDp1KvR6PT755JMOr/3Zz34mScEI6REGtIZWXxoBKfK1qeKKlXjl5fJ4Uduk/KCfL7FVQjzrNs0k2S7bSMgzG7GrWvrJS0m3uFGnRVaKAXXNTlgb7ZIodhYF8zsK5AcpdpJZHtWwykusoJ5pccHpVi4BuYDUG9bUOr4q12zEifpWycYqqwrW7B4pRsmT9KsxVkVCRIrdNddcA4vFgtzcXFxzzTXtXsdxHDwe6Xb/ENJiNulg0mtgd3lRY3Ogd4/4Yz5UjbGTKI7olN/SpdNw6CFhRvLOkHo1X6PCBBz8PKkmrxoV2hTgi0+ra/a5lAfnx38/NeI2BauE3eWFze6OO++c0gnIBQKuWGnalLDo6ZGinKULkN6lrEZdBD9POgVVeTm0QUn6rRIl6a9RqT46I6IW7vV6kZubK/7d3ouUOrYJSSMgQZC4O9jSpWCMgWD2liqNgLDqyk0zKmzpknawDMRCKRvvkStxqhC15JDaSqTGosek14rKnBTKRH2QpStX4dg0QPq6UDJkBJDepSxa5RWXQ9r6UGvTgdQpT1g8TgyIId0JkdgISpEU6RBONTng9Vu6slOUG/QzkvXiqluKFb3oFlC4c0qdRkCtwVLqMzHV2HTge56/PiSQg+d5xZMsC0ipTAj3yEoxwKiTPwG5gCBDs9ODRrsr7vsFYroUXiykyaOgKm7NllhBVcOaDUh7Uo7d5UFDq69tsrYrNmLFrry8XExnIvD222+jb9++yM3NxV133QWHQ9okpYT0SBmfFojpUtbS5bM8SnfMjVqDpfC8081O0SoSD0qncxAQdoRJZbFTuz6kkKOh1QWHCpYuQFpLsFqLhWSDDmkmX6SQFHJYVbKsCOOtZC5llXZh5kvtGlerj0sYNiLMf0l6LcymmPahykbEit0TTzyBnTt3iu+3b9+O22+/HaWlpXj00Ufx6aefYvHixbIUkpAOYcUiRXya0DmUdgsA0qY8saiwWw4AMv1pBACf9TNerArntxLIlbAuQmK6FLegSieHcI+MZL0km5SiQUq3WY1KbnHfM6WLT1Nr04HwvEaHG80Od9z3U2Nnb/DzpLJ01bf4LF3KW7Olk0ONBOSRErFiV1lZicsuu0x8v2LFCkycOBGvvvoq5s+fjxdeeAEffPCBLIUkpENMFSKBu0nNrNtyyKH0YCmkEQCklSNX4a33gQSmDrg88VkebXY3Wv0Hvyfy5KWWRQKQdlOOGqlnBCR1Kavk3k816pDiP0NbWmUicd37gtXPqNPAnKSspUtI4C1lmAJrblggCsXuzJkzIceErV+/HlOnThXfn3vuuTh27Ji0pSMkR1JXrIqBo1JuAgmcd6uGVUKaUzR4nletPnqkGKDTcOB5iJtpYkVol+lJylu68qVczaukSADSyqHm5CWtS1lFBVUi95/D7UGdcNSeSpsOGu1utDjjszwGj1NKW7qk3G2tlns/EiJW7PLy8nD48GEAgNPpxNatW3HeeeeJ3zc2NkKvV+b4HyJ2JHXFqjh5SXmKhlqr4OBnxjsJNzrcaHH6LF1KD/oafxoBIP7JS60NB0CgTZ1qdMAT57m3alrspHUpM7B4S2BLFxAIG4k3HlgY6ww6DTIUOmpPIM2oQ7Lf8hjvmKvmYkGMsZPEIMBmqhMgCsXuyiuvxKOPPopvvvkGCxYsQHJyMi666CLx+59++gn9+/eXpZCEdAQPljwv0eSliqVLmkE/xNKlpmIXp6ItKNlmkw5JBmUtXYB0aQTUTPjZI9UIDQd4eeB0nJZHNeWQMjZNVUU7TZoNUiGWLlXqQxrXePA4pbSlKyRVVpxyqLXJCwgo2fUtviT98aDmYqEzIlbsnnzySeh0OkyaNAmvvvoqXn31VRgMgWSub7zxBqZMmSJLIQnpEBphi9ODxjiDecWGrcJxKlJtv28KsnSp0UFzJUqxoVZQtYBUk5cYrJ+m/GJBq+GQI1EMjrqbDgJWeW+clkdBqVJ6Zy8gXRytaOnSapCpsKULCJZDmjAFNdoUIF18mppymJN0MEqUKotlxS7iyMXs7Gxs2LABDQ0NSE1NhVYbahX48MMPkZqaKnkBCWlJMvi2Ztvsblgb7DCbYh/oRGVChVWwGEcUt0Lk+32aUYcUo/Jb1gU54h0s1U6UmS/RJMyCHFabA5YGO0b2iv0+alqBc1KN4DjA7eVR2+yIeTON0+1FbZM6MV2AdLFpgeTE6uxelMrSpdYGEIF8ieKz1XTFchyH/HQTjp5ugcVmj+v0JTU9Vp0RdYLi9PT0NkodAGRlZYVY8Ah2KUj3HeJ8Mo5J2GZ3oclv8StQQ7HzP7PZGUgSGQsn633/g4IMdQfL6jgVour6VgDq1AUA5PvbVPxy+OsjPf6DxmNBuvpQTw6dViNaV4RyxIIwgRt0GmQpeNSeQEGQIhFPzKMwzhWq1KYEOU42tMZ1H6FNFmao2zdOxtGmAAbkMAt9PPb68Hh5sX+oNVZ1BJ080Q3pmelX7Opjb9jCbzOT9Ug2KG/pSjboxMlGCjnUGmR6ZfhWjCfqW+OKeRQmDbXkENrUiTjqIvj3hSop2j399RFPm7K7PDjtj+nqqVZ9ZMTfx4W66JmRpIqlKzfNBJ2Gg9vLxxVnd1LtNiXBeBv8+0KVFm+9JGhTwb9P5LHKl9qJF8+fZY2EUezq6uowffp0mM1mZGRk4Pbbb0dTU1OHv7nkkkvAcVzI6+6771aoxOwiDHBSKERqrlYEOU6ciUMOtVeP6SZwnM/tJSgDsXCiXl05ekrQpoJ/r5ZCJLYpCfpGikGreJ4uAaEdSCGHWlZgrYYLshLFLke1yoqE8NyaRkdcJ8yorRAJz43H8uj2eEVLl3qLN+kWPflmE3Ra9tQo9krUDtOnT8fOnTuxatUqfPbZZ9iwYQPuuuuuTn935513orq6WnwtWbJEgdKyjTjox6MQqaxIAEEdNI6BRu1VsEEXcJvFUx/i5KWSoi20A0tD7G6zJocbNrvfva+ypSsehUhwNRWoZOkCpJWDhT5+PI6+caI+UB9q0CPFAKNOA56PLwZV7UWoFPOGtdF3vrheq+z54sFIIUcg1IK9jRNAgih2u3fvxsqVK/Haa69h4sSJuPDCC/G3v/0NK1aswMmTJzv8bXJyMvLz88WX2WxWqNTsIsWgH7CsqNewpbRKqDl5Fca5guR5XnV3kxRuM0E5NZt0SFVhIwsgjdvsBANtqsvIIfaN+F2xao1VHMfFPeY63B6c8qdEUtuFeabFFXOS4mBPj5LniwcjZZtSs290REIoduXl5cjIyMD48ePFz0pLS6HRaLBp06YOf/vOO+8gOzsbw4cPx4IFC9DS0tLh9Q6HAzabLeTV1ZBSsWNh0I/P8qi+HPEqqLZWN5r9KVvUkiPYbRZrfbCgSEjhNlNbkQACltuus3jreNzuCLXjT4OfHWt9CJY+k16dlC0AYDbpkeZfcMW6YFB7Aep7dqAuYo1rZmGs6oiEUOwsFgtyc3NDPtPpdMjKyoLFYmn3d7feeiv++c9/Yu3atViwYAH+8Y9/4Be/+EWHz1q8eDHS09PFV1FRkSQysISw8orHbXZSZfcGEH+sBM/zontDrZguIBCUHOugL/yuR4pB8WO4gol3wSC0KTXrQgq3WcC9z4LFLn6rhJpxtPHK0eJ0iwfOs7AIjXWsClYk1DxwPrDxILb6YEEhEuoiOPQjWlhY9HSEqordo48+2mZzw9mvPXv2xHz/u+66C2VlZRgxYgSmT5+Ot99+Gx999BEOHjzY7m8WLFiAhoYG8dUVz7/NTTNB63ebnYrxxIMTDDTseFfBp5udcLq94Dh1k0zG64plweoIxO/iYEEOKdxmLMSfCs+ua3ai1Rlbhn2W5Ii9bwTyVMaTszNe4o3rYmHRA0g3VqkpR5JBG3dGBRaswB2hTiCLn4ceegizZ8/u8Jp+/fohPz8fNTU1IZ+73W7U1dUhPz8/4udNnDgRAHDgwIF2jz8zGo0wGtnbviwlWg2HfLMJJ+pbcaK+JepksME5fFiIIxLcZgZddOsUoVPnphmj/q2UxKtIVDeo797wPT8+txkrg2VhRhIO1TbHrtgxIIcQp9jkcONEfSsG5EaXPD44T6Wa7SrecAsWFgtAkOUxxo1eam+OEog3E0E1A4sF3/NNqGt24sSZVgwpiD7unhU52kNVxS4nJwc5OTmdXldSUoL6+npUVFRg3LhxAIA1a9bA6/WKylokVFZWAgAKCgpiKm9Xomdmkl+xs2NccXS/PdXogNsr5PBRb9AX3GYOtxeWhuiziLPgagKCV8GxujfYSJQZr9uMhfgbID63GQsbWYCA5XGvtREnY1Ds1M5TKSD8DxsdbtjsrqitbmIfV33RE59CJCiEassRb57HE+KYq7YcSdhxwhaToh2cp1JtRbs9EiLGbsiQIbjiiitw5513YvPmzfjuu+8wd+5c3HzzzSgsLAQAnDhxAoMHD8bmzZsBAAcPHsSTTz6JiooKHDlyBJ988glmzpyJiy++GCNHjlRTHCaIZyUcnMNHq9LOJiB+txkr7g1BIaprdsa024wF9wYgnbtJ7VVwPHKcaXHB7vJtulDrWDSBeHLysbLoCU5EHkt9qJ0iRCDeRORq56kUENrU8QR2xQLx9XEW8lR2RkIodoBvd+vgwYNx2WWX4corr8SFF16Iv//97+L3LpcLe/fuFXe9GgwGfP3115gyZQoGDx6Mhx56CNdddx0+/fRTtURginisEixYJATiibNjRY7g9B6xWLuYcTfF0aa8Xj7IpcyGoh3Lal6QPSfNCKNOvY0sQHwpT1hRJHxliD1JMSuKhJCI3BFjInJW5OgVR5tqtLtUz1MpIIVBQO2NLB3BproZhqysLLz77rvtft+nT5+QlVBRURHWr1+vRNESkniCYFlZzQNxKqgNbMghldtMbTdNPG4z4YgeDQfkqXxETzyWLnHXHwOJS7vCogcIcpvFNVapK4eQiNxqc+BkfSuyUyNv48HufbXlODsReTQeGyHhtZp5KgWkMGyorZx2RMJY7AhpiWfyqqrzWUV7Z0UX0yYH8ZjU2ZIjtvpwuD2o9m9kUVuOZINOzLEVbX0IdVGYkaT6ET3Bg360brNjfjmKGGhT8YRbsNU3/KdPdNOx6nSzEy1ODzguYIVVi3gSkVed9tdFlLHQchDPoifQpkixIxijVxwHIbM0WMbjNmNpoInVbXbiTCt4Hkg2aNHDH4ukJrHKwVKbEtxmdpcXdVG6zViSI54j91hUUKMNU3B5vGI7ZKk+oh1zhTZVYDap7t6P5/xepvrGWRkVooElOdqDFLtuirBiabT73GbRwNKgH+tus4aWQLxHUSYLcsS2mg8eZFiI94j1xAOWBkujToscv6sskeUQ2lR1ffSJyFmSI2B5jC6Nzsn6Vnh5wKjTIEdl9z4Qu2LH0ngLBFlQYxyrWJAjnkTkLPWN9iDFrpsSq9vM4+XFDs2CpSt4t5k3islL6Jw5aUYkGdRdBQNBh50n+KAvZqZP4EEfiF8OFgb9PHNsbrOGVpd4WgML9dEzRu8Ca4uemNvUaXbaFBD7STnHGOobwRkVjkeZd5O1MTccpNh1Y3r3SAEAHD3dHPFvqhta4fbyMGg1yFfxtAaBwgzf5OVwe1ETxSkaR+t8Mhcz0jmL/XUhDOKRctR/PTNy+MtxNEo5BLmLGVgsAAE5jkQhh8fL43gdO4serYYTQy6O1EYuhzBxZacaVA9yB4DiLF/fsNocUZ2icZSxNiUoNILCGSlH6xiTw1+OqMcqQQ5/fapNLHI0OdzirmYWFNT2IMWuG9OnR/STlzAo9cpMUjWHnYBOqxEnr8O1kSuoLFlWgEBdWGz2qCYvUQ5GBv3ibN+gfSSKxQLAXn0Ux7DosdrscHq80Gk41XdaC8QiB2sWifRkPTL83gVhQRYJrMnRp0egb8TiXWBNjmjGW6+XZ8piBwTJEUXfEJTArBQD0lQ8oq4zSLHrxnSFQR/oGnJkJBuQnhT95MXqoH/kdHPEO0pbnR7R2srMoJ8tLHqirwtWFj1AfIs3VuoCCPTxaCyPrMnR098u7K7ovAusKUSC5TAaq/ypJgccbi+0Gk71tEwCohwxtClWxtv2IMWuG9PXP3lFs/I6yli8B9B1Ji9RjggHGp5nbxXcK4bJ67g/KD7NpBOVW7XpE4ciwdKg30ewoEbTxxlrU0BwH09cq7w+yLsQqRx2lwcWRtIZCQh9IxrvQiCdkQl6ldMZCQQvQiOFtfG2Pdj4DxOqELB0JbhClB29xe4oQ6lOBKKV43SzE83+/Fa9VM5vJRAyeUWoTAQvFlgIcgdinLyYXPTEPnkxpaBGaZXneZ7p+ohUjuP+dEYpBq14tJraZKYEvAuRxgsyaRDIDsx/kXoXBG8KyznsAFLsujXCIFPdYIfdFdnkdYyxmC4g+piP4PxWrGw6AILcTREO+izltwomVjlYCQ4HgIxkPcwm38aBSCcvFuUIdptFOnmJcjDUN0TXeIQW1PoWFxod/nRGLMnRQ/CSRCZHYLxNYWbRAwTLEV0f783IxgnAl4lAq+HQ6vJE7F2oqhPmDXbkCAcpdt2YzKDJK1KrneCmYSH3m0C0k9eJM2zltxKI1hUrWCR6MTRxAdG7xqsYbFMcx6FvdnQLBhb7Rq/M5KgmL7fHK6bjYEkhinaxINRFbpoRJj17i55ILXbCdUWMWOQFopWjSpCDIUuXQacRU55E6l0Q5OjFkBzhIMWuG8NxXCAGJ4IOWtfsFPNbCStoFuiVmQwNB7S6PDgVweQlTNR9s9laBUc7WB7yy9Evm63VY6xy9E1gOXiex+FTTQCAvjnsyBHt5HXsjC+dkUnPRjojgWi9C4dr/XXBWJsKbMqJbNEjjlUMtSkg+sXbYWbHqsg3gjjdXhzzL3r6ZUd3nrfSkGLXzYlm8jrkn7h6ZiQh2aB+fisBg06DXpmRDzQH/XL0z2GrcwqT0MkIJy925YjO8niwxi9HLltyRDN51TY5YbO7wXEBJYQVopm8hLrol50KDSM7e4FQ70IkrvGDNb7xjL02FRhvI/EuHDzll4OxPh5NPDDP88zK0TcKw0ZVXTM8Xh4pBi3yzOx4esJBil03p28UMR8HhEGfsdUjEJi8IrFKCHL0Z0yOzGQ90qKavASFiC05iqNIedLidIsZ7Fkb9KPZUSoo2UWZyUy5/oDA5BVJvq4Dp9hUsoO9C5G4xgN9nC05BO9CizMy7wKrcgTSz3ReF1abA00ON7QaTvwdK0Tj4j8QtFhgydMTDlLsujmCiV+YmDpCuGYAY4M+EDDxRyMHi5OXKEdNx3J4vLzowhyQkyZ72aKhKDMZOg2HFmcgVUN7HPKv5LNSDMzs+hPoG0ObYrFv9I2wTQVfM4AxRQLoGvVh0GnE2MUDncjR5HCL/Ye1+ugX5F1o9m9SaQ+hLoqzkmHQsaVyBMbbyBdvrNVFONj6LxOKMzDXpxTstzZ2al1h1ZwOAAPzfHLsszZ2em0iyLG3EzlOnGmF0+31xVAxFlht0GlE68peS8dyBNzJbK3kgYBSUNPoQH2Ls8NrRdcfg3Kc429T+yNR7E6xaQUGguSwdiyH2+MVLTAs1ocw5u7rpG8IoS/ZqUakJ7OR31EgM8WA7FSfO7KzdiW0qX5Mjre+Mh2qbYLL4+3wWlYNAuEgxa6bMyA3FRoOONPiwqmmjl0DrMZ0AcCgfEGx63iQqWt2os5/1h+LLuVBEU5e4mCZncLMKQfBRC4Hu0p2mkkvbjzorF2x3DcEhejI6eYOYzdZjoUCAnJ0tlg4dqYVLo9vA0ghI0e7BTMo3/e/3RehQsSicgoEydHJIpTVkBHAFy+eYtDC5eE7dSsH+gZ7cpwNKXbdHJNeK8YZdDQJtzjdYtwXa+4NADjHvwo+Ud+KRrur3euEQYi1DSACwgqyM4ud8D2rq8dzIrQ8ClYLFtsUAJyTF9nkJXzPohzZqQZkJuvB84GYrXDUNDrQ0OqChmNvNykQqIsDp5rg6eCsVUHx65/D1gYQAaFvdGax22th050sELEcQt9gcLHAcRzOye98rPJ6eexnuI+fDSl2hDhgdrQS3mNpBM8DOWlGpnK/CaQn68WdSh25BnadtAEAhhaaFSlXtAiWx8O1zXC427euiHIUsClHpArRrmrG5cjv3MVf1+xEdYMvFmowg3JwHBeYhDuQQ2hT/XNSmdsAAggbUzRwur0d7sZkvk0FLXo6Cn8R5WB0rIpk8cbzPPNj7jkRuMaP1rWgxemBSa9BX8ZTnQCk2BFAVIM+q4MlENkKkvVBP99sQppR59sccSqCyYvVwTI/4Ir1tmNdsdldohV4CKP1IQz6HS16dvvrok+PZKQa2bMCA5FNwqy3KY2GC8SnRTJWMSpHvxxf+ESj3d3h5iLWx9xI5o0T9a2w2d3QawN1xxqRWOyEuhiUb2Yy9OVsSLEjxEl1x8mGdq9hfdAHIpSD8UGf47iAHCfCy9Hq9IiB1cMYHfT79EhBkl6LVpcHh2rDW1D3VPsG0sJ0EzIZ2xErINTFrpO2dhVUoU2xqpwCgbLtPGFr9xrWFQkAGFLgm4R3dCDHbsYXb0adVozTak+OmkY7apsc0HDA4Hw25RiUnwaO86UzaS91i9CmBuSmMbcjViCSNrWr2jcWDy1gUzk9Gzb/04SijOyVDsA30bYXXJ0Ig74gx4/HwitETrcX+2t8ykQiyPHT8fBy7LU2wsv7YqdYdIsDgFbDYXhP3/+4vfrY5VfAWVWyAZ9L2aTXoNHhbjcPHOtWYCC4TdW36/5LhMXbyF4ZAIAfj9eH/b6+xSnmRRySAHL81I4cwnjbNzsFSQb23OIAkGrUiXFz7cqRAH1jRM90cJzPuni6nQ2EiTD/BUOKHYGeGUnokWKA28uLHTEYl8eLPRb2B/1R/sFyj8UWNj5tn7URLg+PNJMOvRhLERLMyKIMAO0Pltv9lrwhBWamE2V2NnltP8H+YKnTajCsMKAUhUOoD5b7xqD8NBh1Gtjs7rAnadjsLjFFCMuWx1Fim2oIq6AKVpeirCSYTWylCAlmlLAIbWfxtkNsU+mKlSkWAop2Z3Kw26bSTHoxn124xTTP84GximE5giHFjgDHcRglKBPH6tt8v/OkDXaXFxnJevRlLHN4ML0yk5CVYoDLw2N3ddt4iS1H6gAAY3tnMq0QjfYPlruqwyuoFUFysIxgJapsZ9CvOOqTY0xxYsgRzvJ4ptkp7jQd7e9DLKLXajCsULCg1rf5fuvRM+B53wkuQn4yFhmU73PpNbS6wh6RtuVoYvSNUUGLt3AK6pajZwAAY3tnKFiq6BlVJPSN+jbfeb08KhJFDv+YWxlGjqq6FtQ2OWAIWuSxDil2BIDA5LUtTMP+4bBvsBxfnMlk+gABjuMCclSdafP9D0d8n53bh+1BvygrCZnJerg8gR1lwQTkyFK6aFEhDJa7T9rauPhrGu04croFHJcAk7BfjnB9Q5iA++ekoAfDChEQsK6Em7x+OCL0cbbblEGnES28246F6+N+ORjvG4PzzTBoNahvcbWxoHq8PCoSpI8Hu8bPjkE9eKoJZ1pcMOnZV4jERWiYvrHZP/+N6JXO5G7xcJBiRwAAJvT1DSAbD55us4IUBkvWBxkgIMd3B06HfM7zfMLIwXGcWMaNB0PlOFHfihP1rdBqOIxhfBVc3CMZuWlGOD1eceUusMU/cQ3KS0N6ErsuMyDQprYfr0dDa2iORMEKLFzDMhPFvlHb5jthsTChL9tKNhAsR2jfcHm82FZVDwCYwHgfN+g0GO3vv2fXx15LIxodbqQadRicz3aw/tACM1IMWtS3uNqE8QhtanRRBrMbJwQm9O0BwDfXOd2hJ1BsSRAlOxi2/9uEYowrzkSSXotTjY6Qbd8eL58wq2AAuGhADgDg+0OnQ46IOXK6BTWNDui1Abczy1w0MBsA8M3+UyGfbz7sm8yGFZqRwmhqDQGO43ChKEfo5LXpkE+ORBgsCzOS0C8nBV4eKD9L0f7+cGJYugDg/P7Z0HC+PI+WhkCajVanR3SlJUIfF9rUt/trQxahO040oMXpgdmkw8AESCJ70YCAHMFs8vfxMb0zoNOyPUUbdBqc18+nFH17ILwcidDHB+enITvVgBanB1uDvD08zwfJwf6iR4DtVkMohlGnxcR+vg74zb5AB/3hSB3OtLiQnqQXzdUsM6zQjMxkPZoc7hCz+pc7LQB8lpVEMKdfNNCnoFYcPRNyyPaXO6z+77NVKVe0XOyXI1hB9Xp5fLXLJ8fF5+SoUq5oCSdHdUMrfjxWD44LKBssk56sF11nwXKs33cKDrcXPTOSxCByljm3TxaMOg0sNnvISRpf7hT6Rg7TISMCF/nb/ncHa+EOWoQKY5XQ5lgn3CLU6fZizZ4aAInRxzUaDhcOaCvHPmsTjpxugUGnSQirvAApdoSIoEx8saNa/GzlDt8gUzokD3rGV4+Av4MKcmy3iJ9/4ZfjiuEFqpQrWop7JKN3VjJcHh5f7/ZNWK1OD9bt8w2WUxNEjgsGZIPjfBtwhLMYfzrRgOoGO1IM2oRRUIVyfrXLKlqCv/S3qXG9M5FnNqlWtmi42C+H0B8AYKW/v18xPJ/pTUUCJr1WnGQFOXieD5EjERjRMx0ZyXo02t34zm8JPt3kEGO6EkUOQUHdfLgOtf50IRsP1qLR7kZOmhHjGI+hFbgoaN4QLMHCXHjxwGykMbzL+mzYn6n9/PGPf8T555+P5ORkZGRkRPQbnuexcOFCFBQUICkpCaWlpdi/f7+8BU1grhpVAJ2Gw9aqeuyx2ODyePH5dl/DnpoggwwAXDu2JwDg31uPw+7y4OjpZtGyUjYsT+XSRQbHcfj5GJ8c722uAgB8vdsKu8uLXplJ4g5H1slJM4qWh/d+8Mnx6Y8nAQCXDs5NCOsp4Bv0s1MNONXowGq/ov3pT4mlSADANf42tW5vDU7Ut6LZ4cbq3cJiIXHkuG5sLwDAis1V8Hh57DhhEy0rlw7OVbl0kaHVcLhmtL+Pb/L1jc+3V8PLA8N7mlGUlaxm8SKmf04qRhVlwOXh8a+K4wCAT3/09Y2yYXkJYT0FgLLh+UgxaHGothnfH6oDz/PiWJUoBgGBhFHsnE4nbrjhBtxzzz0R/2bJkiV44YUXsGzZMmzatAkpKSkoKyuD3d7+MS7dmdw0Ey4f6lN8Xv/mMP5VcRw1jQ5kpxpx0TmJYVkBfC6MnhlJaGh14d9bj+OltQcB+Cbn3LTEsKwAwM0TiqDhgO8P1eHHY/V4aZ1PjmvH9koIy4rArRN7AwA+3HIcB0814f0fjgEITM6JgEGnwQ3jiwAAr397GBsP1qLi6BnotRyuGlWocukip19OKkr69YCXB5Z/dxhvlx9Fo8ONPj2Smd+dHMwVw/ORmazHyQY7Vu6w4MW1vgX7FcPymT3WLRxC31i124p91ka8+s1hAMC1YxKnbwDA9Ak+Of5RfhT7rI345McTAHxjVaKQatThZ35F+/VvD+PLnRYcPNWMFIMWUxLEICDA8R2dQswgy5cvx7x581BfX9/hdTzPo7CwEA899BB+9atfAQAaGhqQl5eH5cuX4+abbw77O4fDAYcjkH3aZrOhqKgIDQ0NMJsTw0oSDxVH63Ddy+Uhnz02bQjuuKifSiWKjTe+PYwnPtsV8tmHd5ckRCBvMPe/tw2f+FeNAGA26bD2V5cwn1ojGLfHiynPbcCh2sDJDSN6puO/cy5ImNU84NuRfNkz62B3BeKhfnFeb/zhmhEqlip61uyx4pfLt4R89pcbRuH6cYkzCQPAs6v24YXVAQ+MVsPhf/dfyOwRXO0x843N2LAvENeVm2bE2l9dwvzmqGBanR5c8pe1sNoCc+eFA7Lxzzsmqliq6NlnbcTU57+BJyh1y9xLB+BXZYNULJUPm82G9PT0iHSRhLHYRcvhw4dhsVhQWloqfpaeno6JEyeivLy83d8tXrwY6enp4quoqEiJ4jLDuOIs3H/ZQPH9JYNyMPv8PuoVKEZmlhRjcpBL5r7JAxJOqQOAhVcNFQPadRoOS64flVBKHeA7veG5m0YjzeSbqHqkGPDMjaMSSqkDfCe0/OGaERCKPbTAjF9fMVjdQsXA5MF5mFVSLL7/2ahCXOcPX0gk7r2kf0hakwVTByecUgcAT/18OArTfZ4Eo06DZ28cnVBKHQAkGbR47sbRMOl9KkVBugmLr02sBQ8AnJOXht9cOUR8P744E3MnD1CxRLHRZS12GzduxAUXXICTJ0+ioCDgH7/xxhvBcRzef//9sL/r7hY7gZ0nG9Bod2NCn6yEm4AFvF4em4/UIdWow/Ce7O/obY9Wpwebj9ShX3ZKwsTdhKO2yYHtxxswpncGMpINahcnZg7XNuP4mRZM6JsFoy4xYgTPhud5/HS8AS6PF+OK2T6JpSPcHi82H65DdpoR5+SxnfOtIxrtLlQcPYPB+WbkpydOuMjZWBrs2G2xYXxxZkJtNjib/dZGnGp0YELfLGZSzkRjsVN1WfDoo4/iT3/6U4fX7N69G4MHK7cqNhqNMBoTyyIiB6xnCo8EjYYTcywlMkkGLSYlQMqAzshONSZMYHtH9M1OQd8ESAvSEcHHCCYyOq0G5w9InPjf9kgz6XHJoMTvG/nppoRWTAUG5qVhYAIvFFRV7B566CHMnj27w2v69Ysttis/37fDy2q1hljsrFYrRo8eHdM9CYIgCIIgWEZVxS4nJwc5OfJYIvr27Yv8/HysXr1aVORsNhs2bdoU1c5agiAIgiCIRIEN53EEVFVVobKyElVVVfB4PKisrERlZSWamgKZxwcPHoyPPvoIgM/VMG/ePPzhD3/AJ598gu3bt2PmzJkoLCzENddco5IUBEEQBEEQ8pEwW28WLlyIt956S3w/ZswYAMDatWtxySWXAAD27t2LhoYG8Zpf//rXaG5uxl133YX6+npceOGFWLlyJUymxI8BIAiCIAiCOJuE2xWrNA0NDcjIyMCxY8e61a5YgiAIgiDYQMjQUV9fj/T0jjc3JozFTi0aGxsBoNvlsyMIgiAIgi0aGxs7VezIYtcJXq8XJ0+eRFpammy5ngRNnKyC6kN1wRZUH+xAdcEWVB9sIXd98DyPxsZGFBYWQqPpeHsEWew6QaPRoFcvZY7aMZvN1EEZgeqCLag+2IHqgi2oPthCzvrozFInkDC7YgmCIAiCIIiOIcWOIAiCIAiii0CKHQMYjUYsWrSIjjJjAKoLtqD6YAeqC7ag+mALluqDNk8QBEEQBEF0EchiRxAEQRAE0UUgxY4gCIIgCKKLQIodQRAEQRBEF4EUO4IgCIIgiC4CKXYEQRAEQRBdBFLsFGLp0qXo06cPTCYTJk6ciM2bN3d4/YcffojBgwfDZDJhxIgR+PzzzxUqadcnmrp49dVXcdFFFyEzMxOZmZkoLS3ttO6I6Ii2bwisWLECHMfhmmuukbeA3Yho66K+vh5z5sxBQUEBjEYjzjnnHBqrJCTa+vjrX/+KQYMGISkpCUVFRXjwwQdht9sVKm3XZcOGDbjqqqtQWFgIjuPw8ccfd/qbdevWYezYsTAajRgwYACWL18uezlFeEJ2VqxYwRsMBv6NN97gd+7cyd955518RkYGb7Vaw17/3Xff8Vqtll+yZAm/a9cu/rHHHuP1ej2/fft2hUve9Yi2Lm699VZ+6dKl/LZt2/jdu3fzs2fP5tPT0/njx48rXPKuSbT1IXD48GG+Z8+e/EUXXcRfffXVyhS2ixNtXTgcDn78+PH8lVdeyX/77bf84cOH+XXr1vGVlZUKl7xrEm19vPPOO7zRaOTfeecd/vDhw/yXX37JFxQU8A8++KDCJe96fP755/xvf/tb/j//+Q8PgP/oo486vP7QoUN8cnIyP3/+fH7Xrl383/72N16r1fIrV65UpLyk2CnAhAkT+Dlz5ojvPR4PX1hYyC9evDjs9TfeeCM/bdq0kM8mTpzI/7//9/9kLWd3INq6OBu3282npaXxb731llxF7FbEUh9ut5s///zz+ddee42fNWsWKXYSEW1dvPzyy3y/fv14p9OpVBG7FdHWx5w5c/jJkyeHfDZ//nz+ggsukLWc3Y1IFLtf//rX/LBhw0I+u+mmm/iysjIZSxaAXLEy43Q6UVFRgdLSUvEzjUaD0tJSlJeXh/1NeXl5yPUAUFZW1u71RGTEUhdn09LSApfLhaysLLmK2W2ItT6eeOIJ5Obm4vbbb1eimN2CWOrik08+QUlJCebMmYO8vDwMHz4cTz31FDwej1LF7rLEUh/nn38+KioqRHftoUOH8Pnnn+PKK69UpMxEALXncJ0iT+nG1NbWwuPxIC8vL+TzvLw87NmzJ+xvLBZL2OstFots5ewOxFIXZ/PII4+gsLCwTacloieW+vj222/x+uuvo7KyUoESdh9iqYtDhw5hzZo1mD59Oj7//HMcOHAA9957L1wuFxYtWqREsbsssdTHrbfeitraWlx44YXgeR5utxt33303fvOb3yhRZCKI9uZwm82G1tZWJCUlyfp8stgRRIQ8/fTTWLFiBT766COYTCa1i9PtaGxsxIwZM/Dqq68iOztb7eJ0e7xeL3Jzc/H3v/8d48aNw0033YTf/va3WLZsmdpF65asW7cOTz31FF566SVs3boV//nPf/C///0PTz75pNpFIxSGLHYyk52dDa1WC6vVGvK51WpFfn5+2N/k5+dHdT0RGbHUhcBf/vIXPP300/j6668xcuRIOYvZbYi2Pg4ePIgjR47gqquuEj/zer0AAJ1Oh71796J///7yFrqLEkvfKCgogF6vh1arFT8bMmQILBYLnE4nDAaDrGXuysRSH7/73e8wY8YM3HHHHQCAESNGoLm5GXfddRd++9vfQqMhO45StDeHm81m2a11AFnsZMdgMGDcuHFYvXq1+JnX68Xq1atRUlIS9jclJSUh1wPAqlWr2r2eiIxY6gIAlixZgieffBIrV67E+PHjlShqtyDa+hg8eDC2b9+OyspK8fWzn/0Ml156KSorK1FUVKRk8bsUsfSNCy64AAcOHBCVawDYt28fCgoKSKmLk1jqo6WlpY3yJijdPM/LV1iiDarP4Yps0ejmrFixgjcajfzy5cv5Xbt28XfddRefkZHBWywWnud5fsaMGfyjjz4qXv/dd9/xOp2O/8tf/sLv3r2bX7RoEaU7kYho6+Lpp5/mDQYD/69//Yuvrq4WX42NjWqJ0KWItj7OhnbFSke0dVFVVcWnpaXxc+fO5ffu3ct/9tlnfG5uLv+HP/xBLRG6FNHWx6JFi/i0tDT+vffe4w8dOsR/9dVXfP/+/fkbb7xRLRG6DI2Njfy2bdv4bdu28QD4Z599lt+2bRt/9OhRnud5/tFHH+VnzJghXi+kO3n44Yf53bt380uXLqV0J12Rv/3tb3zv3r15g8HAT5gwgf/+++/F7yZNmsTPmjUr5PoPPviAP+ecc3iDwcAPGzaM/9///qdwibsu0dRFcXExD6DNa9GiRcoXvIsSbd8IhhQ7aYm2LjZu3MhPnDiRNxqNfL9+/fg//vGPvNvtVrjUXZdo6sPlcvGPP/44379/f95kMvFFRUX8vffey585c0b5gncx1q5dG3YeEP7/s2bN4idNmtTmN6NHj+YNBgPfr18//s0331SsvBzPk42WIAiCIAiiK0AxdgRBEARBEF0EUuwIgiAIgiC6CKTYEQRBEARBdBFIsSMIgiAIgugikGJHEARBEATRRSDFjiAIgiAIootAih1BEARBEEQXgRQ7giAIgiCILgIpdgRBEGGYPXs2rrnmGtWeP2PGDDz11FMRXXvzzTfjmWeekblEBEEkAnTyBEEQ3Q6O4zr8ftGiRXjwwQfB8zwyMjKUKVQQP/74IyZPnoyjR48iNTW10+t37NiBiy++GIcPH0Z6eroCJSQIglVIsSMIotthsVjEv99//30sXLgQe/fuFT9LTU2NSKGSizvuuAM6nQ7Lli2L+DfnnnsuZs+ejTlz5shYMoIgWIdcsQRBdDvy8/PFV3p6OjiOC/ksNTW1jSv2kksuwX333Yd58+YhMzMTeXl5ePXVV9Hc3IzbbrsNaWlpGDBgAL744ouQZ+3YsQNTp05Famoq8vLyMGPGDNTW1rZbNo/Hg3/961+46qqrQj5/6aWXMHDgQJhMJuTl5eH6668P+f6qq67CihUr4v/nEASR0JBiRxAEESFvvfUWsrOzsXnzZtx333245557cMMNN+D888/H1q1bMWXKFMyYMQMtLS0AgPr6ekyePBljxozBli1bsHLlSlitVtx4443tPuOnn35CQ0MDxo8fL362ZcsW3H///XjiiSewd+9erFy5EhdffHHI7yZMmIDNmzfD4XDIIzxBEAkBKXYEQRARMmrUKDz22GMYOHAgFixYAJPJhOzsbNx5550YOHAgFi5ciNOnT+Onn34CALz44osYM2YMnnrqKQwePBhjxozBG2+8gbVr12Lfvn1hn3H06FFotVrk5uaKn1VVVSElJQX/93//h+LiYowZMwb3339/yO8KCwvhdDpD3MwEQXQ/SLEjCIKIkJEjR4p/a7Va9OjRAyNGjBA/y8vLAwDU1NQA8G2CWLt2rRizl5qaisGDBwMADh48GPYZra2tMBqNIRs8Lr/8chQXF6Nfv36YMWMG3nnnHdEqKJCUlAQAbT4nCKJ7QYodQRBEhOj1+pD3HMeFfCYoY16vFwDQ1NSEq666CpWVlSGv/fv3t3GlCmRnZ6OlpQVOp1P8LC0tDVu3bsV7772HgoICLFy4EKNGjUJ9fb14TV1dHQAgJydHElkJgkhMSLEjCIKQibFjx2Lnzp3o06cPBgwYEPJKSUkJ+5vRo0cDAHbt2hXyuU6nQ2lpKZYsWYKffvoJR44cwZo1a8Tvd+zYgV69eiE7O1s2eQiCYB9S7AiCIGRizpw5qKurwy233IIffvgBBw8exJdffonbbrsNHo8n7G9ycnIwduxYfPvtt+Jnn332GV544QVUVlbi6NGjePvtt+H1ejFo0CDxmm+++QZTpkyRXSaCINiGFDuCIAiZKCwsxHfffQePx4MpU6ZgxIgRmDdvHjIyMqDRtD/83nHHHXjnnXfE9xkZGfjPf/6DyZMnY8iQIVi2bBnee+89DBs2DABgt9vx8ccf484775RdJoIg2IYSFBMEQTBGa2srBg0ahPfffx8lJSWdXv/yyy/jo48+wldffaVA6QiCYBmy2BEEQTBGUlIS3n777Q4TGQej1+vxt7/9TeZSEQSRCJDFjiAIgiAIootAFjuCIAiCIIguAil2BEEQBEEQXQRS7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii0CKHUEQBEEQRBeBFDuCIAiCIIguAil2BEEQBEEQXQRS7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CLo1C4A63i9Xpw8eRJpaWngOE7t4hAEQRAE0c3geR6NjY0oLCyERtOxTY4Uu044efIkioqK1C4GQRAEQRDdnGPHjqFXr14dXkOKXSekpaUB8P0zzWazyqUhCIIgCKK7YbPZUFRUJOokHUGKXScI7lez2UyKHUEQBEEQqhFJSBhtniAIgiAIgugiMKvYPf744+A4LuQ1ePBg8Xu73Y45c+agR48eSE1NxXXXXQer1Rpyj6qqKkybNg3JycnIzc3Fww8/DLfbrbQoBEEQBEEQisC0K3bYsGH4+uuvxfc6XaC4Dz74IP73v//hww8/RHp6OubOnYtrr70W3333HQDA4/Fg2rRpyM/Px8aNG1FdXY2ZM2dCr9fjqaeeUlwWgiAIgiAIuWFasdPpdMjPz2/zeUNDA15//XW8++67mDx5MgDgzTffxJAhQ/D999/jvPPOw1dffYVdu3bh66+/Rl5eHkaPHo0nn3wSjzzyCB5//HEYDIawz3Q4HHA4HOJ7m80mj3BR4nB78NLag7h0cC5GF2WoXRyCIAiCIBiEWVcsAOzfvx+FhYXo168fpk+fjqqqKgBARUUFXC4XSktLxWsHDx6M3r17o7y8HABQXl6OESNGIC8vT7ymrKwMNpsNO3fubPeZixcvRnp6uvhiJdXJa98cxvOr9+Oapd+pXRSCIAiCIBiFWcVu4sSJWL58OVauXImXX34Zhw8fxkUXXYTGxkZYLBYYDAZkZGSE/CYvLw8WiwUAYLFYQpQ64Xvhu/ZYsGABGhoaxNexY8ekFSxG9lga1S4CQRAEQRCMw6wrdurUqeLfI0eOxMSJE1FcXIwPPvgASUlJsj3XaDTCaDTKdn+CIAiCIAi5YNZidzYZGRk455xzcODAAeTn58PpdKK+vj7kGqvVKsbk5efnt9klK7wPF7dHEARBEASR6CSMYtfU1ISDBw+ioKAA48aNg16vx+rVq8Xv9+7di6qqKpSUlAAASkpKsH37dtTU1IjXrFq1CmazGUOHDlW8/ARBEARBEHLDrCv2V7/6Fa666ioUFxfj5MmTWLRoEbRaLW655Rakp6fj9ttvx/z585GVlQWz2Yz77rsPJSUlOO+88wAAU6ZMwdChQzFjxgwsWbIEFosFjz32GObMmUOuVoIgCIIguiTMKnbHjx/HLbfcgtOnTyMnJwcXXnghvv/+e+Tk5AAAnnvuOWg0Glx33XVwOBwoKyvDSy+9JP5eq9Xis88+wz333IOSkhKkpKRg1qxZeOKJJ9QSiSAIgiAIQlY4nud5tQvBMjabDenp6WhoaFD1rNj73tuGT388CQA48vQ01cpBEARBEISyRKOLJEyMHUEQBEEQBNExpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii0CKHUEQBEEQRBeBFDuCIAiCIIguAil2BEEQBEEQXQRS7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii0CKHUEQBEEQRBeBFDuCIAiCIIguAil2BEEQBEEQXQRS7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii5Awit3TTz8NjuMwb9488TO73Y45c+agR48eSE1NxXXXXQer1Rryu6qqKkybNg3JycnIzc3Fww8/DLfbrXDpCYIgCIIg5CchFLsffvgBr7zyCkaOHBny+YMPPohPP/0UH374IdavX4+TJ0/i2muvFb/3eDyYNm0anE4nNm7ciLfeegvLly/HwoULlRaBIAiCIAhCdphX7JqamjB9+nS8+uqryMzMFD9vaGjA66+/jmeffRaTJ0/GuHHj8Oabb2Ljxo34/vvvAQBfffUVdu3ahX/+858YPXo0pk6diieffBJLly6F0+kM+zyHwwGbzRbyIgiCIAiCSAQkVewOHz6Mt99+G08++SQWLFiAZ599FmvXroXdbo/5nnPmzMG0adNQWloa8nlFRQVcLlfI54MHD0bv3r1RXl4OACgvL8eIESOQl5cnXlNWVgabzYadO3eGfd7ixYuRnp4uvoqKimIuO0EQBEEQhJLopLjJO++8g+effx5btmxBXl4eCgsLkZSUhLq6Ohw8eBAmkwnTp0/HI488guLi4ojvu2LFCmzduhU//PBDm+8sFgsMBgMyMjJCPs/Ly4PFYhGvCVbqhO+F78KxYMECzJ8/X3xvs9lIuSMIgiAIIiGIW7EbM2YMDAYDZs+ejX//+99tlCCHw4Hy8nKsWLEC48ePx0svvYQbbrih0/seO3YMDzzwAFatWgWTyRRvMSPGaDTCaDQq9jyCIAiCIAipiNsV+/TTT2PTpk249957w1q2jEYjLrnkEixbtgx79uxBv379IrpvRUUFampqMHbsWOh0Ouh0Oqxfvx4vvPACdDod8vLy4HQ6UV9fH/I7q9WK/Px8AEB+fn6bXbLCe+EagiAIgiCIrkLcil1ZWVnE1/bo0QPjxo2L6NrLLrsM27dvR2VlpfgaP348pk+fLv6t1+uxevVq8Td79+5FVVUVSkpKAAAlJSXYvn07ampqxGtWrVoFs9mMoUOHRlxugiAIgiCIRECSGLtwTJs2Da+99hoKCgpi+n1aWhqGDx8e8llKSgp69Oghfn777bdj/vz5yMrKgtlsxn333YeSkhKcd955AIApU6Zg6NChmDFjBpYsWQKLxYLHHnsMc+bMIXcrQRAEQRBdDtkUuw0bNqC1tVWu2wMAnnvuOWg0Glx33XVwOBwoKyvDSy+9JH6v1Wrx2Wef4Z577kFJSQlSUlIwa9YsPPHEE7KWiyAIgiAIQg1kU+zkYN26dSHvTSYTli5diqVLl7b7m+LiYnz++ecyl0xZeJ4Hx3FqF4MgCIIgCMaQLUFxcXEx9Hq9XLfv1vC82iUgCIIgCIJFZLPY7dixQ65bd3u8PA8NyGJHEARBEEQocVvsqqqqorr+xIkT8T6y20MGO4IgCIIgwhG3Ynfuuefi//2//xf2dAiBhoYGvPrqqxg+fDj+/e9/x/vIbo+XfLEEQRAEQYQhblfsrl278Mc//hGXX345TCYTxo0bh8LCQphMJpw5cwa7du3Czp07MXbsWCxZsgRXXnmlFOXu1pBeRxAEQRBEOOK22PXo0QPPPvssqqur8eKLL2LgwIGora3F/v37AQDTp09HRUUFysvLSamTCFLsCIIgCIIIh2SbJ5KSknD99dfj+uuvl+qWRDuQK5YgCIIgiHDIlu6EkA9S6wiCIAiCCAcpdgkIWewIgiAIgggHKXYJCO9VuwQEQRAEQbAIKXYJCE/OWIIgCIIgwkCKXQLiJb2OIAiCIIgwkGKXgPAUY0cQBEEQRBjiTnfSt29fcFz055bOmzcP999/f7yP7zYEb5ggix1BEARBEOGIW7Fbvnx5TL/r06dPvI/uVgRb6chiRxAEQRBEOOJW7CZNmiRFOYhOCNblSK0jCIIgCCIcksTYabVa1NTUSHEroh1CXbGk2hEEQRAE0RZJFDtyDcpPiMWO/t0EQRAEQYSBdsUmCMEbJshiRxAEQRBEOOKOsRN47bXXkJqa2uE1tAs2dkI3T6hYEIIgCIIgmEUyxW7ZsmXQarXtfs9xXFSK3csvv4yXX34ZR44cAQAMGzYMCxcuxNSpUwEAdrsdDz30EFasWAGHw4GysjK89NJLyMvLE+9RVVWFe+65B2vXrkVqaipmzZqFxYsXQ6eTTGzFCNblSLEjCIIgCCIckmk4W7ZsQW5urlS3Q69evfD0009j4MCB4Hkeb731Fq6++mps27YNw4YNw4MPPoj//e9/+PDDD5Geno65c+fi2muvxXfffQcA8Hg8mDZtGvLz87Fx40ZUV1dj5syZ0Ov1eOqppyQrp1LQ5gmCIAiCIDqD4yXY+aDValFdXS2pYheOrKws/PnPf8b111+PnJwcvPvuu7j++usBAHv27MGQIUNQXl6O8847D1988QX+7//+DydPnhSteMuWLcMjjzyCU6dOwWAwRPRMm82G9PR0NDQ0wGw2yyZbZ8x8YzM27DsFAFjz0CT0y+nY7U0QBEEQRNcgGl0kIXbFejwerFixAs3NzSgpKUFFRQVcLhdKS0vFawYPHozevXujvLwcAFBeXo4RI0aEuGbLyspgs9mwc+fOdp/lcDhgs9lCXiwQEmOnYjkIgiAIgmAXSRS7RYsWdbpxIha2b9+O1NRUGI1G3H333fjoo48wdOhQWCwWGAwGZGRkhFyfl5cHi8UCALBYLCFKnfC98F17LF68GOnp6eKrqKhIWqFiJDTdCal2BEEQBEG0RRLF7vXXX0dra6v4/sUXX5TE0jVo0CBUVlZi06ZNuOeeezBr1izs2rUr7vt2xIIFC9DQ0CC+jh07JuvzIoUH7YolCIIgCKJjJFHsjh8/Do/HI77/zW9+g9ra2rjvazAYMGDAAIwbNw6LFy/GqFGj8PzzzyM/Px9OpxP19fUh11utVuTn5wMA8vPzYbVa23wvfNceRqMRZrM55MUCXm/Q36TYEQRBEAQRBlkSFMvlKvR6vXA4HBg3bhz0ej1Wr14tfrd3715UVVWhpKQEAFBSUoLt27eHHHW2atUqmM1mDB06VJbyyQntiiUIgiAIojOYTei2YMECTJ06Fb1790ZjYyPeffddrFu3Dl9++SXS09Nx++23Y/78+cjKyoLZbMZ9992HkpISnHfeeQCAKVOmYOjQoZgxYwaWLFkCi8WCxx57DHPmzIHRaFRZuuihPHYEQRAEQXSGLCdPuN1uLF++HNnZ2SHXRJOguKamBjNnzkR1dTXS09MxcuRIfPnll7j88ssBAM899xw0Gg2uu+66kATFAlqtFp999hnuuecelJSUICUlBbNmzcITTzwhgbTKw5PFjiAIgiCITpAkj12fPn3AcVzHD+I4HDp0KN5HKQ4reeyuf3kjthw9AwD47L4LMbxnumplIQiCIAhCOaLRRSSx2AnHfhHyQTF2BEEQBEF0hiybJwjpCd4JS7tiCYIgCIIIhySKXe/evXH69GnxvVR57IgAoZsnSLMjCIIgCKItTOexIwKEbp5QsSAEQRAEQTBLQuWx686E/kvp/0sQBEEQRFsoxi5B8JLFjiAIgiCITmA2jx0RSsjmCdLsCIIgCIIIgySKXe/evfHqq6+K7/Pz8/GPf/wj5BqO40ixi4Ng9zapdQRBEARBhIPy2CUIfEi6E1LtCIIgCIJoC8XYJQh8sJ2O9DqCIAiCIMJAil2CQAmKCYIgCILoDFLsEgQ6UowgCIIgiM4gxS5RIE8sQRAEQRCdQIpdgkAWO4IgCIIgOiPuXbHRnAlrNpvjfVy3JTiujk72IAiCIAgiHHErdhkZGeA4rsNreJ4Hx3Eh58kS0RG8K5b0OoIgCIIgwhG3Yrd27VopykF0gtcb9DcpdgRBEARBhCFuxW7SpElSlIOIAnLFEgRBEAQRDsnOig2mpaUFVVVVcDqdIZ+PHDlSjsd1C0I3T6hYEIIgCIIgmEVSxe7UqVO47bbb8MUXX4T9nmLsYidYsSOLHUEQBEEQ4ZA03cm8efNQX1+PTZs2ISkpCStXrsRbb72FgQMH4pNPPpHyUd0OnvLYEQRBEATRCZIqdmvWrMGzzz6L8ePHQ6PRoLi4GL/4xS+wZMkSLF68OKp7LV68GOeeey7S0tKQm5uLa665Bnv37g25xm63Y86cOejRowdSU1Nx3XXXwWq1hlxTVVWFadOmITk5Gbm5uXj44YfhdrvjllVpQo8UI9WOIAiCIIi2SKrYNTc3Izc3FwCQmZmJU6dOAQBGjBiBrVu3RnWv9evXY86cOfj++++xatUquFwuTJkyBc3NzeI1Dz74ID799FN8+OGHWL9+PU6ePIlrr71W/N7j8WDatGlwOp3YuHEj3nrrLSxfvhwLFy6UQFqloXQnBEEQBEF0jKQxdoMGDcLevXvRp08fjBo1Cq+88gr69OmDZcuWoaCgIKp7rVy5MuT98uXLkZubi4qKClx88cVoaGjA66+/jnfffReTJ08GALz55psYMmQIvv/+e5x33nn46quvsGvXLnz99dfIy8vD6NGj8eSTT+KRRx7B448/DoPB0Oa5DocDDodDfB9NAmY5IYsdQRAEQRCdIanF7oEHHkB1dTUAYNGiRfjiiy/Qu3dvvPDCC3jqqafiundDQwMAICsrCwBQUVEBl8uF0tJS8ZrBgwejd+/eKC8vBwCUl5djxIgRyMvLE68pKyuDzWbDzp07wz5n8eLFSE9PF19FRUVxlVsqQjdPqFgQgiAIgiCYRVKL3S9+8Qvx73HjxuHo0aPYs2cPevfujezs7Jjv6/V6MW/ePFxwwQUYPnw4AMBiscBgMCAjIyPk2ry8PFgsFvGaYKVO+F74LhwLFizA/Pnzxfc2m40J5S508wRpdgRBEARBtEWWPHYCycnJGDt2bNz3mTNnDnbs2IFvv/1WglJ1jNFohNFolP050RKSx87bwYUEQRAEQXRbJFXsPB4Pli9fjtWrV6OmpgbeszSQNWvWRH3PuXPn4rPPPsOGDRvQq1cv8fP8/Hw4nU7U19eHWO2sVivy8/PFazZv3hxyP2HXrHBNwkDpTgiCIAiC6ATJY+weeOABeDweDB8+HKNGjQp5RQPP85g7dy4++ugjrFmzBn379g35fty4cdDr9Vi9erX42d69e1FVVYWSkhIAQElJCbZv346amhrxmlWrVsFsNmPo0KFxSKo8oSdPkGpHEARBEERbJLXYrVixAh988AGuvPLKuO81Z84cvPvuu/jvf/+LtLQ0MSYuPT0dSUlJSE9Px+2334758+cjKysLZrMZ9913H0pKSnDeeecBAKZMmYKhQ4dixowZWLJkCSwWCx577DHMmTOHSXdrRwTviqWTJwiCIAiCCIekip3BYMCAAQMkudfLL78MALjkkktCPn/zzTcxe/ZsAMBzzz0HjUaD6667Dg6HA2VlZXjppZfEa7VaLT777DPcc889KCkpQUpKCmbNmoUnnnhCkjIqCU957AiCIAiC6ASOl9D888wzz+DQoUN48cUXwXGcVLdVFZvNhvT0dDQ0NMBsNqtWjnMe+wJOty9m8amfj8CtE3urVhaCIAiCIJQjGl1EUovdt99+i7Vr1+KLL77AsGHDoNfrQ77/z3/+I+XjuheU7oQgCIIgiE6QVLHLyMjAz3/+cylvSfgJ3TyhYkEIgiAIgmAWSRW7N998U8rbEUGEnjxBmh1BEARBEG2RNN0JIR/BqhzpdQRBEARBhENSi92YMWPCbprgOA4mkwkDBgzA7Nmzcemll0r52G5BsDJHeewIgiAIggiHpBa7K664AocOHUJKSgouvfRSXHrppUhNTcXBgwdx7rnnorq6GqWlpfjvf/8r5WO7PGe7XkmvIwiCIAgiHJJa7Gpra/HQQw/hd7/7Xcjnf/jDH3D06FF89dVXWLRoEZ588klcffXVUj66S3P2Zgmy2BEEQRAEEQ5JLXYffPABbrnlljaf33zzzfjggw8AALfccgv27t0r5WO7PGcrcqTXEQRBEAQRDkkVO5PJhI0bN7b5fOPGjTCZTAAAr9cr/k1ExtmKHOWxIwiCIAgiHJK6Yu+77z7cfffdqKiowLnnngsA+OGHH/Daa6/hN7/5DQDgyy+/xOjRo6V8bJfnbIsd5bEjCIIgCCIckip2jz32GPr27YsXX3wR//jHPwAAgwYNwquvvopbb70VAHD33XfjnnvukfKxXZ6zLXYUY0cQBEEQRDgkVewAYPr06Zg+fXq73yclJUn9yC7P2a5X0usIgiAIgggHJShOAM52vdLJEwRBEARBhCNui11WVhb27duH7OxsZGZmhk1QLFBXVxfv47ollMeOIAiCIIhIiFuxe+6555CWlgYA+Otf/xrv7YgwtM1jp045CIIgCIJgm7gVu1mzZoX9m5COsy12tHmCIAiCIIhwSLJ5wu12w+PxwGg0ip9ZrVYsW7YMzc3N+NnPfoYLL7xQikd1S9rmsSMIgiAIgmiLJIrdnXfeCYPBgFdeeQUA0NjYiHPPPRd2ux0FBQV47rnn8N///hdXXnmlFI/rdrQ9eYJUO4IgCIIg2iLJrtjvvvsO1113nfj+7bffhsfjwf79+/Hjjz9i/vz5+POf/yzFo7olZ6txpNcRBEEQBBEOSRS7EydOYODAgeL71atX47rrrkN6ejoAX+zdzp07pXhUt6TtyROk2REEQRAE0RZJFDuTyYTW1lbx/ffff4+JEyeGfN/U1CTFo7olbU+eUKccBEEQBEGwjSSK3ejRo8UjxL755htYrVZMnjxZ/P7gwYMoLCyM6p4bNmzAVVddhcLCQnAch48//jjke57nsXDhQhQUFCApKQmlpaXYv39/yDV1dXWYPn06zGYzMjIycPvttyekgtl28wRpdgRBEARBtEUSxW7hwoV4/vnn0b9/f5SVlWH27NkoKCgQv//oo49wwQUXRHXP5uZmjBo1CkuXLg37/ZIlS/DCCy9g2bJl2LRpE1JSUlBWVga73S5eM336dOzcuROrVq3CZ599hg0bNuCuu+6KTUgVabt5QqWCEARBEATBNJLsip00aRIqKirw1VdfIT8/HzfccEPI96NHj8aECROiuufUqVMxderUsN/xPI+//vWveOyxx3D11VcD8G3YyMvLw8cff4ybb74Zu3fvxsqVK/HDDz9g/PjxAIC//e1vuPLKK/GXv/ylXQuiw+GAw+EQ39tstqjKLQdtN0+QZkcQBEEQRFskOyt2yJAheOCBB3DTTTdBowm97V133YXRo0dL9SgcPnwYFosFpaWl4mfp6emYOHEiysvLAQDl5eXIyMgQlToAKC0thUajwaZNm9q99+LFi5Geni6+ioqKJCt3rHi9Z2+eUKkgBEEQBEEwjWSKnZJYLBYAQF5eXsjneXl54ncWiwW5ubkh3+t0OmRlZYnXhGPBggVoaGgQX8eOHZO49NHTdvMEaXYEQRAEQbQlblds3759wXFc1L+bN28e7r///ngfLzlGozHkBA0WOHuzBOl1BEEQBEGEI27Fbvny5TH9rk+fPjE/Mz8/H4Dv2LLgTRpWq1V0+ebn56Ompibkd263G3V1deLvE4WzXa8UY0cQBEEQRDjiVuwmTZokRTmiom/fvsjPz8fq1atFRc5ms2HTpk245557AAAlJSWor69HRUUFxo0bBwBYs2YNvF5vSI69ROBsRY7UOoIgCIIgwiHJrlg5aGpqwoEDB8T3hw8fRmVlJbKystC7d2/MmzcPf/jDHzBw4ED07dsXv/vd71BYWIhrrrkGgG8zxxVXXIE777wTy5Ytg8vlwty5c3HzzTdHnVNPbc622FGMHUEQBEEQ4WBWsduyZQsuvfRS8f38+fMB+I4nW758OX7961+jubkZd911F+rr63HhhRdi5cqVMJlM4m/eeecdzJ07F5dddhk0Gg2uu+46vPDCC4rLEi9nW+xoVyxBEARBEOHgeArY6hCbzYb09HQ0NDTAbDarUoZ91kZMeW6D+P6WCb2x+NoRqpSFIAiCIAhliUYXSch0J92NtidPkC5OEARBEERbSLFLALzes96TYkcQBEEQRBhIsUsAKI8dQRAEQRCRQIpdAtD25Al1ykEQBEEQBNuQYpcAnK3YnW3BIwiCIAiCAEixSwjabp5QqSAEQRAEQTANKXYJwNmKHW2eIAiCIAgiHKTYJQBnq3Gk1xEEQRAEEQ5S7BKAtidPkGZHEARBEERbSLFLANpuniAIgiAIgmgLKXYJwNnpTejkCYIgCIIgwkGKXQLQZvOEt50LCYIgCILo1pBilwBQHjuCIAiCICKBFLsEoO3mCZUKQhAEQRAE05BilwBQuhOCIAiCICKBFLsEoO3JE6TZEQRBEATRFlLsEoCzXa+Ux44gCIIgiHCQYpcAnG2hI7WOIAiCIIhwkGKXAJxtoKPNEwRBEARBhIMUuwTg7PQmFGNHEARBEEQ4uoVit3TpUvTp0wcmkwkTJ07E5s2b1S5SVJydkJj0OoIgCIIgwtHlFbv3338f8+fPx6JFi7B161aMGjUKZWVlqKmpUbtoEdPm5AnS7AiCIAiCCINO7QLIzbPPPos777wTt912GwBg2bJl+N///oc33ngDjz76qMqlAxpaXNhrbezwmv01TaG/aXVh8+E6OYtFEARBEEQUDO9pRrJBfbVK/RLIiNPpREVFBRYsWCB+ptFoUFpaivLy8rC/cTgccDgc4nubzSZrGX86UY8Zr0fnGt550oYbXwlffoIgCIIglOfLeRdjUH6a2sXo2opdbW0tPB4P8vLyQj7Py8vDnj17wv5m8eLF+P3vf69E8QAASXot+uWkdHqdTsPh1gm98eVOK6yNdgVKRhAEQRBEpOi1nNpFANDFFbtYWLBgAebPny++t9lsKCoqku154/tkYc1Dl0R8/ewL+spWFoIgCIIgEpsurdhlZ2dDq9XCarWGfG61WpGfnx/2N0ajEUajUYniEQRBEARBSEqX3hVrMBgwbtw4rF69WvzM6/Vi9erVKCkpUbFkBEEQBEEQ0tOlLXYAMH/+fMyaNQvjx4/HhAkT8Ne//hXNzc3iLlmCIAiCIIiuQpdX7G666SacOnUKCxcuhMViwejRo7Fy5co2GyoIgiAIgiASHY6n86k6xGazIT09HQ0NDTCbzWoXhyAIgiCIbkY0ukiXt9jFi6D3yp3PjiAIgiAIIhyCDhKJLY4Uu05obPSdCiFnyhOCIAiCIIjOaGxsRHp6eofXkCu2E7xeL06ePIm0tDRwnDzJB4VceceOHSN3r8pQXbAF1Qc7UF2wBdUHOyhRFzzPo7GxEYWFhdBoOk5oQha7TtBoNOjVq5cizzKbzdRBGYHqgi2oPtiB6oItqD7YQe666MxSJ9Cl89gRBEEQBEF0J0ixIwiCIAiC6CKQYscARqMRixYtoqPMGIDqgi2oPtiB6oItqD7YgbW6oM0TBEEQBEEQXQSy2BEEQRAEQXQRSLEjCIIgCILoIpBiRxAEQRAE0UUgxY4gCIIgCKKLQIqdyixduhR9+vSByWTCxIkTsXnzZrWL1CXZsGEDrrrqKhQWFoLjOHz88cch3/M8j4ULF6KgoABJSUkoLS3F/v37Q66pq6vD9OnTYTabkZGRgdtvvx1NTU0KStE1WLx4Mc4991ykpaUhNzcX11xzDfbu3Rtyjd1ux5w5c9CjRw+kpqbiuuuug9VqDbmmqqoK06ZNQ3JyMnJzc/Hwww/D7XYrKUrC8/LLL2PkyJFiYtWSkhJ88cUX4vdUD+rx9NNPg+M4zJs3T/yM6kM5Hn/8cXAcF/IaPHiw+D3LdUGKnYq8//77mD9/PhYtWoStW7di1KhRKCsrQ01NjdpF63I0Nzdj1KhRWLp0adjvlyxZghdeeAHLli3Dpk2bkJKSgrKyMtjtdvGa6dOnY+fOnVi1ahU+++wzbNiwAXfddZdSInQZ1q9fjzlz5uD777/HqlWr4HK5MGXKFDQ3N4vXPPjgg/j000/x4YcfYv369Th58iSuvfZa8XuPx4Np06bB6XRi48aNeOutt7B8+XIsXLhQDZESll69euHpp59GRUUFtmzZgsmTJ+Pqq6/Gzp07AVA9qMUPP/yAV155BSNHjgz5nOpDWYYNG4bq6mrx9e2334rfMV0XPKEaEyZM4OfMmSO+93g8fGFhIb948WIVS9X1AcB/9NFH4nuv18vn5+fzf/7zn8XP6uvreaPRyL/33ns8z/P8rl27eAD8Dz/8IF7zxRdf8BzH8SdOnFCs7F2RmpoaHgC/fv16nud9/3u9Xs9/+OGH4jW7d+/mAfDl5eU8z/P8559/zms0Gt5isYjXvPzyy7zZbOYdDoeyAnQxMjMz+ddee43qQSUaGxv5gQMH8qtWreInTZrEP/DAAzzPU79QmkWLFvGjRo0K+x3rdUEWO5VwOp2oqKhAaWmp+JlGo0FpaSnKy8tVLFn34/Dhw7BYLCF1kZ6ejokTJ4p1UV5ejoyMDIwfP168prS0FBqNBps2bVK8zF2JhoYGAEBWVhYAoKKiAi6XK6Q+Bg8ejN69e4fUx4gRI5CXlydeU1ZWBpvNJlqbiOjweDxYsWIFmpubUVJSQvWgEnPmzMG0adNC/u8A9Qs12L9/PwoLC9GvXz9Mnz4dVVVVANivC52sdyfapba2Fh6PJ6TSASAvLw979uxRqVTdE4vFAgBh60L4zmKxIDc3N+R7nU6HrKws8RoierxeL+bNm4cLLrgAw4cPB+D7XxsMBmRkZIRce3Z9hKsv4TsicrZv346SkhLY7Xakpqbio48+wtChQ1FZWUn1oDArVqzA1q1b8cMPP7T5jvqFskycOBHLly/HoEGDUF1djd///ve46KKLsGPHDubrghQ7giBUY86cOdixY0dI7AqhLIMGDUJlZSUaGhrwr3/9C7NmzcL69evVLla349ixY3jggQewatUqmEwmtYvT7Zk6dar498iRIzFx4kQUFxfjgw8+QFJSkool6xxyxapEdnY2tFptm100VqsV+fn5KpWqeyL8vzuqi/z8/DabWtxuN+rq6qi+YmTu3Ln47LPPsHbtWvTq1Uv8PD8/H06nE/X19SHXn10f4epL+I6IHIPBgAEDBmDcuHFYvHgxRo0aheeff57qQWEqKipQU1ODsWPHQqfTQafTYf369XjhhReg0+mQl5dH9aEiGRkZOOecc3DgwAHm+wYpdiphMBgwbtw4rF69WvzM6/Vi9erVKCkpUbFk3Y++ffsiPz8/pC5sNhs2bdok1kVJSQnq6+tRUVEhXrNmzRp4vV5MnDhR8TInMjzPY+7cufjoo4+wZs0a9O3bN+T7cePGQa/Xh9TH3r17UVVVFVIf27dvD1G2V61aBbPZjKFDhyojSBfF6/XC4XBQPSjMZZddhu3bt6OyslJ8jR8/HtOnTxf/pvpQj6amJhw8eBAFBQXs9w1Zt2YQHbJixQreaDTyy5cv53ft2sXfddddfEZGRsguGkIaGhsb+W3btvHbtm3jAfDPPvssv23bNv7o0aM8z/P8008/zWdkZPD//e9/+Z9++om/+uqr+b59+/Ktra3iPa644gp+zJgx/KZNm/hvv/2WHzhwIH/LLbeoJVLCcs899/Dp6en8unXr+OrqavHV0tIiXnP33XfzvXv35tesWcNv2bKFLykp4UtKSsTv3W43P3z4cH7KlCl8ZWUlv3LlSj4nJ4dfsGCBGiIlLI8++ii/fv16/vDhw/xPP/3EP/roozzHcfxXX33F8zzVg9oE74rleaoPJXnooYf4devW8YcPH+a/++47vrS0lM/OzuZramp4nme7LkixU5m//e1vfO/evXmDwcBPmDCB//7779UuUpdk7dq1PIA2r1mzZvE870t58rvf/Y7Py8vjjUYjf9lll/F79+4Nucfp06f5W265hU9NTeXNZjN/22238Y2NjSpIk9iEqwcA/Jtvvile09rayt977718ZmYmn5yczP/85z/nq6urQ+5z5MgRfurUqXxSUhKfnZ3NP/TQQ7zL5VJYmsTml7/8JV9cXMwbDAY+JyeHv+yyy0SljuepHtTmbMWO6kM5brrpJr6goIA3GAx8z549+Ztuuok/cOCA+D3LdcHxPM/LaxMkCIIgCIIglIBi7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii0CKHUEQBEEQRBeBFDuCIAiCIIguAil2BEEQBEEQXQRS7AiCILowTqcTAwYMwMaNGyO6tk+fPtiyZYsCJSMIQg5IsSMIImGYPXs2OI5r8zpw4IDaRWOWZcuWoW/fvjj//PM7vdZgMOBXv/oVHnnkEQVKRhCEHJBiRxBEQnHFFVeguro65NW3b9821zmdThVKxxY8z+PFF1/E7bffHvFvpk+fjm+//RY7d+6UsWQEQcgFKXYEQSQURqMR+fn5IS+tVotLLrkEc+fOxbx585CdnY2ysjIAwI4dOzB16lSkpqYiLy8PM2bMQG1trXi/5uZmzJw5E6mpqSgoKMAzzzyDSy65BPPmzROv4TgOH3/8cUg5MjIysHz5cvH9sWPHcOONNyIjIwNZWVm4+uqrceTIEfH72bNn45prrsFf/vIXFBQUoEePHpgzZw5cLpd4jcPhwCOPPIKioiIYjUYMGDAAr7/+Oniex4ABA/CXv/wlpAyVlZUdWiwrKipw8OBBTJs2TfzM6XRi7ty5KCgogMlkQnFxMRYvXix+n5mZiQsuuAArVqzotC4IgmAPUuwIgugyvPXWWzAYDPjuu++wbNky1NfXY/LkyRgzZgy2bNmClStXwmq14sYbbxR/8/DDD2P9+vX473//i6+++grr1q3D1q1bo3quy+VCWVkZ0tLS8M033+C7775DamoqrrjiihDL4dq1a3Hw4EGsXbsWb731FpYvXx6iHM6cORPvvfceXnjhBezevRuvvPIKUlNTwXEcfvnLX+LNN98Mee6bb76Jiy++GAMGDAhbrm+++QbnnHMO0tLSxM9eeOEFfPLJJ/jggw+wd+9evPPOO+jTp0/I7yZMmIBvvvkmqv8BQRCMwBMEQSQIs2bN4rVaLZ+SkiK+rr/+ep7neX7SpEn8mDFjQq5/8skn+SlTpoR8duzYMR4Av3fvXr6xsZE3GAz8Bx98IH5/+vRpPikpiX/ggQfEzwDwH330Uch90tPT+TfffJPneZ7/xz/+wQ8aNIj3er3i9w6Hg09KSuK//PJLsezFxcW82+0Wr7nhhhv4m266ied5nt+7dy8PgF+1alVY2U+cOMFrtVp+06ZNPM/zvNPp5LOzs/nly5e3+/964IEH+MmTJ4d8dt999/GTJ08OKevZPP/883yfPn3a/Z4gCHbRqaxXEgRBRMWll16Kl19+WXyfkpIi/j1u3LiQa3/88UesXbsWqampbe5z8OBBtLa2wul0YuLEieLnWVlZGDRoUFRl+vHHH3HgwIEQyxgA2O12HDx4UHw/bNgwaLVa8X1BQQG2b98OwOdW1Wq1mDRpUthnFBYWYtq0aXjjjTcwYcIEfPrpp3A4HLjhhhvaLVdraytMJlPIZ7Nnz8bll1+OQYMG4YorrsD//d//YcqUKSHXJCUloaWlJTLhCYJgClLsCIJIKFJSUtp1PQYreQDQ1NSEq666Cn/605/aXFtQUBDxblqO48DzfMhnwbFxTU1NGDduHN555502v83JyRH/1uv1be7r9XoB+JSpzrjjjjswY8YMPPfcc3jzzTdx0003ITk5ud3rs7OzRcVRYOzYsTh8+DC++OILfP3117jxxhtRWlqKf/3rX+I1dXV1IeUmCCJxIMWOIIguy9ixY/Hvf/8bffr0gU7Xdrjr378/9Ho9Nm3ahN69ewMAzpw5g3379oVYznJyclBdXS2+379/f4hFa+zYsXj//feRm5sLs9kcU1lHjBgBr9eL9evXo7S0NOw1V155JVJSUvDyyy9j5cqV2LBhQ4f3HDNmDF5++WXwPA+O48TPzWYzbrrpJtx00024/vrrccUVV6Curg5ZWVkAfBtOxowZE5McBEGoC22eIAiiyzJnzhzU1dXhlltuwQ8//ICDBw/iyy+/xG233QaPx4PU1FTcfvvtePjhh7FmzRrs2LEDs2fPhkYTOjROnjwZL774IrZt24YtW7bg7rvvDrG+TZ8+HdnZ2bj66qvxzTff4PDhw1i3bh3uv/9+HD9+PKKy9unTB7NmzcIvf/lLfPzxx+I9PvjgA/EarVaL2bNnY8GCBRg4cCBKSko6vOell16KpqamkNQlzz77LN577z3s2bMH+/btw4cffoj8/HxkZGSI13zzzTdt3LMEQSQGpNgRBNFlKSwsxHfffQePx4MpU6ZgxIgRmDdvHjIyMkTl7c9//jMuuugiXHXVVSgtLcWFF17YJlbvmWeeQVFRES666CLceuut+NWvfhXiAk1OTsaGDRvQu3dvXHvttRgyZAhuv/122O32qCx4L7/8Mq6//nrce++9GDx4MO688040NzeHXHP77bfD6XTitttu6/R+PXr0wM9//vMQF3FaWhqWLFmC8ePH49xzz8WRI0fw+eefi/+P8vJyNDQ04Prrr4+43ARBsAPHnx04QhAE0c255JJLMHr0aPz1r39Vuyht+Oabb3DZZZfh2LFjyMvL6/T6n376CZdffjkOHjwYdhPJ2dx0000YNWoUfvOb30hRXIIgFIYsdgRBEAmAw+HA8ePH8fjjj+OGG26ISKkDgJEjR+JPf/oTDh8+3Om1TqcTI0aMwIMPPhhvcQmCUAlS7AiCIBKA9957D8XFxaivr8eSJUui+u3s2bMxYsSITq8zGAx47LHHItqhSxAEm5ArliAIgiAIootAFjuCIAiCIIguAil2BEEQBEEQXQRS7AiCIAiCILoIpNgRBEEQBEF0EUixIwiCIAiC6CKQYkcQBEEQBNFFIMWOIAiCIAiii0CKHUEQBEEQRBfh/wNdD/4pUrk5OgAAAABJRU5ErkJggg==\n", 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\n", + "image/png": 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\n", 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" ] @@ -136,7 +136,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -187,7 +187,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -270,7 +270,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -310,7 +310,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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EtpHLejkwq6fw7cNkMuH6669HY2OjKBsvO0LhU2x4VFRUIDXV27KVmpoKo9EIs9mMiIj2I+vy5ctx//33879zW5Znz54t2q7YrVu3YtasWX535fxRVI+Dv/4OrZrByMw4/FHUgK01sfi/6yYpOmnyk98eQ7O9GFkJEXA4CcoaW1Fs6ItB9tMdlldObA4nnn/5FwBmTOidgD+K6vF7tQr/uOpCDE4Pftt6IO9XCA6UNOL33b+BYYBx2Qn4/Ww9tlRF46/XXwS1hDNxsOV94fuTaLQVIiPOALWKwbl6MwoN/fC3OQMkkDY0nE6Cl1/dBaAFAOAgDGbNmum3vOv2nEOF+SgSo7RIjtbjeGUz9tsz8d+8ERJKHTw3vfM7nKQew3vG4kx1CwqbHCCZI4HSA4rtv1VNFvztxZ8BOJHbJxG7z9RhW4UeK26cjBhD8PJK1X837C3FuV8PI0qvRnZiJI6UN2FPazpWLhgt2nf6Itjy3rluP2ykGoPTYlDaYMa5FjscmaMwb1SGBNKGRl2LFY+8+DMAB/4yLQe9zSdFeb+ct08OurViFwp6vR56fXtTslarFbVjd/T8tbuLAQALxmZhed4g5D61DaeqW/DHOSMm9U0STaZwMFnt+GxfKQDgn1cOR3OrHXd/uA/r95XhkWHi12eo/HCiAsV1ZvSI0mHN4gn422cH8b+D5Vj7azFeuHpUyM8Vu7wf/c7W9fxRPfGvK4fhgqe24Vy9GT+frsesIdK77QMpr9XuxId7SgAAj84bCp2GwS1r/8DHv5fg/2YNRJRemcPTzpM1OF3d4r5A/JeXEIJ3Xf33LzMGYHzvROS9/DM2H6lEvdmBlFiDVGIHxcnKJvxaWA+NisGbN43D+j3FePmHU1i3pxQ391Ru//1031m02pwY3Sse6267AJe89BNOVDbj0/3luP3iviE/V+zyrttzDgBw7/T+mDUkFTOe/xHbT1SjzGhFdo8o0b7XH4GUt7jWhG3HqqFigFdvGINNhyrwn83H8c6uYlw1PlsiSYPnm4JzaLE4MCgtBndN7YdNm06K8n7l7B8KN5iGR1paGiorK72uVVZWIjY21qe1Tok0W+zYfqwaALBwUjZiDVpcMbonAOCzvaVyitYhmw9XoMXqQK/ESFzcPwlzhqYiNVaPuhYbjjcq18r45X62Tv88NhNReg0WX9gbALDlcCUsdoeMkvnHZLXju0PlAIAbL+iFSJ0G14xnT0v5Kl+5bWTH8So0mm1IjdVj1pBUTB2Qgl6JkWi22LHjeLXc4vnls30lXr935MQ5XGZEYU0LIrRqLBibiSEZsRibnQC7k+Cr/DJxBQ2DT11lnDYoBT3jI3DjBdlQMcDe4gbUWTr5sEwQQvj2fuPEbKhUDG7O7Q0A+N/Bchkl65hjFUYcLjNCq2Zw9bgs9E2OxuT+SSAE+OaActsIV9cX9ktC3+Ro3DCxF7RqBkfLjThV1SSzdP7hDA43XMC2ke5It1bscnNzsW3bNq9rW7duRW5urkwSBc/PJ6phdTiR3SMSA1NZV+BlI9ig+O3Hq+BwKjN2ZNvRKgDAFaPY1DQatQqXDE0DABTUKbMztdoc2H6clfvykawrYXRWAtJiDWi22PHziRo5xfPLr2dqYbI6kJkQgTG9EgAAecPZNrLjeLViFdLNh9lF12UjMqBWMVCpGMwdzraRjYeUORE7nIRvI0MzOg/N2HqELePk/km8BZLrv98frfT7Obn5wdV/549iF5EpsQaMdwXzK7X/nqxqxpmaFug1KswZxrajOUPToGKAgyWNOFdnkllC33Bj5cX9k5EYxW4uu9TVf7ccUW4b2XykAgAwzzVWxkfqcGE/1oP0XUGFbHJ1RFmDGUfLjVAxwLwR0m8uk4oupdg1NzcjPz8f+fn5ANh0Jvn5+SguZl0dy5cvx80338zff+edd+LMmTN46KGHcOzYMbz++uv45JNP8H//939yiB8S3MQwa3AqH083vnciYgwa1LVYkX+uQUbpfON0EvxyilWCLh6QzF+fNYQdbI/UM1Dinp19xfVotTmRHKPnJ22ViuFdmTtPKVOx++mEu665NjIyMx4pMXo0W+z442y9nOL5hBCCXadZuacOdLeR2a428supGjgVuGg5VNqIBpMNMXoNv7O1Iyn5/uvhDp8xiP3/H0X1aDQrb3dpeaMZJ6uaoWKAi/q5Qz24MhypV6Zix405E3ISEe1SopNj9BibneD1d6Wx8yQr1xSPfjBjcCoYl0Ja1dQql2h+qW+x4nAZG0M2dUD7/vuzwut6ZFY84iN1MksjHl1Ksfvjjz8wevRojB7NBpTef//9GD16NB599FEAQHl5Oa/kAUBOTg6+/fZbbN26FSNHjsTzzz+Pt99+22+qE6XBTn61AIDpg1L461q1Che6Yuv2FNbJIltHHC4zot5kQ7Reg1FZ8fz1cb0ToFUzMNoYFNeb5RPQD7tddT2pbw+vTSkX9OkBgLWMKZGfT7Juy8kek7BKxSC3Lyu3EtvImZoWlDe2QqdR8ZYgABiRGYdInRoNJhtOKNCdw9X1pH49oFF1PHw2mKw4Us5OftM8+m+vHpHISYqCw0mwr0h5Sjc3+Q3PjEdcpDtOiLPGFDYxisz/xY2VXLvn4PrvbwrsByarHX8UsXJN7u9WkJJj9LyHZq8CF2a7z9SCEGBAarRXnOgFfdi+nH+uAa025XkKfuLGSo+67o50KcVu6tSpIIS0++FOk1i7di127NjR7jP79++HxWLB6dOnsWjRIsnlDpWyxlZUGFuhVjEY1Sbv1bje7Cp0b5HyBivOEnNBnx7Qeux7N2jVGN4zDgDwuwIHK25Ff2GbDSkTctjB6nhlExpMVsnl6oiqplacrm4Bw6DdRhpOYfr9rBLbCDsJj+2V4JUjUKtW8RaW384oT+7dLuX+on5J4HR/fxa7fcVsG++TFNUutxdXxj8U2H+5BY7nQgEABqTGIMaggcXJ4FhFsxyi+cXhJPzCq23/nZjjUuzO1CrOU7C3qB42B0HP+Aj07uGd24Trv3sU2H+5sbLtmJOTFIXkGD2sdicOKMybRIi7jVzUT5mbDoWiSyl25xt7Xav5IemxiNR57xDkJoa9RfWKc1kdKGkA4FY+PRmXHQ+AdUMpCavdiUOlrHVlYh/vxKDJMXr0SY4CIcpTSA+cY/MxDkiJ8bKuAG6FdH9xA2wKs7Dsd73/tnUNABNdcv9WqCwLqdNJcNBV32OyPdq2n+7H9V+ve12M4xQ7hbUnAMh39d+xbfqvWsVgjGuB+bvC+u+pqmY0tdoRpVNjmGvxyDEmOx4aFYOyxlaUKMxTwCk/Y7MT2qWuGp+j3IXZ/uIGAG4LHQfDMB79V1lylzaYUdNshUbFYERmXOcf6MJQxU7BcG6asT4mhqEZcTBoVag32XCmRlmrZ07Z8NV5uAmNGxiUwonKJlgdTsRFaNErsX1WUE7ug65JTylwE4Ovuu6XHI34SC3MNgeOlsuXU8kXB0vZNjIyM77d38a5LBVcO1IKhbUtaLLYYdCqMCA1BgzYidjfsopT7Mb5UuxcSlP+uQZY7cpRuhvNNpxxpXLx9W7GK7T/Frja09Cece3yNkbqNHzM7AGF9d98Vxsf6RGywjHe1UaOlBlhstqlFKtDWm0OnKhkwyRG+Oq/rjaiNIvdwRK2rgelx4R8klBXgSp2CobbGOHr+CGdRsW7NblBTQnUNFtQ2mAGw4CXz5PhPdkBtrDWpKjBiuv0IzLjfCZ95qwAhxRU14B7ovI1MahUDP8OuEBnJdBsseN0NbsYaWtdAYAhrkm4tMGM+hbluL65iWpYRhy0ahU6yg3udBIUuNrU6F7tFbs+SdGsW9PuxKkq5SzMuPadlRjB79D0ZJir/x4pV1b8Y4GrH4zw0Z4AVuEDwFvllQAhxN1/fSzM0uMikByjh5MAxyqUU99Hy42wOwmSonVIj2ufh3GYAsccwN1/fS1YuhtUsVMoTifhV0X+0ioMTmevH1XQIMtZtPomR/vM9J4UrUesloAQZcldUNoAwLcyCrAWUkBZgxUhhFdI/Q1WQ1xt5IiC5D5c2ghCgIw4A5Jj2icDjzVoke2KNzqiIEujW/mPBwBwep0vi925ehNarA7oNCr0TW6fYFalYjz6r3LKyCkaviwxADA4jQ3oL6ozodmioIWZSyEd7sfFNozvv8pZmFUYW1HdZIFaxfDjS1uU2H85Q8Lwnr4XwYPTY8EwbPlqmpWT9NCtRMfLKocUUMVOoZyrN8Hkmhh6+8k8rsROz8niT0ECgJ5R7FSopEnbc7DyxeD0GKgY9siiKqMy0g+UNbai0WyDRsVgYJrv484465eSJjSurn1Z6zi4xYySLKRc2+asVkwHmh1nYemfEg2Nn4Mz+f6roH7QWf9NjNIhXscWWCkKqd3h5OX2p5AO5fuBUTEbKDiZ+yZHIULn2zXI9V8ltRHOEu2vjUTpNchJYucspSyECSF8fQ/tKe25rXJAFTuFwlmzBqT6nxg8V/xKGaxOVLJupQGp/s9VzXTpqUpRSB1OgpMuubk6bUukToO+ydEAlDNYcRbdnKQo6DS+2wg3oR2raFJMMmtObn91DSjPQkoI4dOvcG27o3Oaj7n676A0/2UcokCLHdcPBnbQf/mFmULeTXGdCRa7ExFa9pxVXwxMi4FaxaCuxYryRmUszAIZK7n+q5S6BoLrv0pZmFU1WWBstUPFgB/HuzNUsVMoxys6nxgGprFWpNoWK6qblGHy5jr9gFT/nUdpFruSenZi0GtUyPIzMQDAINdAxpVRbk5yde3HWgcAOUnRMGhVMFkdKKpt8XuflJx0xZT176CNDE5ny6SUuq5utqDBZIOKAfqlsHJ35Io9VsG2ba4cvlDawszmcPIbsTp6Nz1dXUQpyganIPVLifZ7RJRBq0YflxVJKW2K678dKdGc8n+swqiI7AeEkKD670mF1DX3znv3iOr2GycAqtgpFm5iGNTBpG3QqtHbNVgpIbjW7nDyO+r6p/iXOz2CHaDOVDUrYkLjrBR9k6Pb7ajzhIuVUkqwO7/i76Cu1SqGX6F6HVwvE4QQnArAUtEvmf3bmZoWRVgauTbSKzHSPTF0kMeO64/+XOQAOzGqGKDeZFPEwqyotgU2B0GkTo2MOP9naadHsiXmNsDIDXcuaf+Uji0xnEKumP7Lyd1BP8juEQWdWoVWmxOlDfKnailrbIXJ6oBWzSDbT4gQwO7IB4BTCmkj3FjZkTLanaCKnUI5FoDFDnCblc8ooAMV1ZlgdbAukcwE/xNDkoFVOJosdkVMaIGsQAGPiUEBdQ14WOw6kdut2Mkvd4WxFU0WO9Qqxm/sKAD0TIiATqOC1e5ESb38Z3xyK37PSZiB70WA2erAWZd1tKP+a9CqkZnAmr+UoHTzk18Hli8ASIlQlmLn7r/+FSRAWf3A6SS8gtlR/1WrGD5eTQlye4Z/aP2ECAFAX9dYebqqRRGWRvdY2XEb6S5QxU6BWO1O3m0W6KR9pkb+iYHrPB25RABAowKyXIqfEpQkTu5AV/ynFWBpdDpJ8BOaAiwVnOWrd49Iv3GBADuhca4zJVhY3PFQ7jbi7+SJMzXNIARIiNT63PXrCWcFVkIuSl/Kqy9SXBku6k021CkgHc1JD4W0I/p5KBtyc67ehFabEzqNqkPLFwD0TeEUO/nlPsXXdcdtJDsxElo1A7PNgXIFbDYLtG13F6hip0CK60xwEiBKp+50YujDTQwK6PQngzB390lSzmDFKUj9OhmseveIgooBjK12VMu8jb+0wczumlar2h1F1Bb3xCC/8sAro53UNaAs11mHK/42ml2ha5HFWVo6og9vcVdOP+hsMalTAz3jWe1O7jblcBJehq5kcT8RYPgHdw8gf10DwMkq9+K9IzRqdzYHufsvIe7NcZ217e4CVewUyFnXxNA7KarDnXeAe8WvhE7PD7ABTNqcQiq3FSlQlwjAus64zRVyD1ZcXeckRfndNc3hGWMnt6XxVFVg7mNAWYodZxH33FHnb/OEZ//tjD5K6r9BKN38wkzmd3Ouzr3xiXNr+4Or67oWq+yWxjPVgVkZAYVZ3PmxsusszKqbLGiysDtiA1lsdQeoYqdAuPicgCaGJLbzlDe2yn6Sw9laNhYqJ6njARYA+iRxsUXydvrKplaYbQ5oVIzPo8Ta0k8hg2yRq66zO7HWAexgxjDscVG1sk9obNvuE0DKAaVYKoytbpejZ5/0t+YqrHH1g05cbIBnjKy8FjtCCN+mupJC6mkd7czyFanToGe8KwRE5v7LjZWdWdsBKGrzE1fffXwk3W6LUvovV9cZ8RHQa7r/jliAKnaKhB+sApgYEqJ0/NE/ck8OXFxgr8RAFFJluJC5ySwzIaJTyxfgERQss9zBKP8Gj80sciukxXVsffcKYELrp5C6Lna1kaRoPaL1Gv66v80TQS3MXBNkSb0JrTZHuKKGTHWTBWabAyoGvPLTEUoJpeDGnEAWOIC7/8q92cwtd+BtpKbZgkaTTVS5OqLRbEOD6/sDWgSnKGUR7OqPAdR1d4EqdgqkMAhXDqAMd2yj2YZ6V6cP1IoEsLFick5ovDIaYKfnynauTt6dmsVBWOwAt2VXzk02rTYHKlyB1P4SyXrCla3RbJN1QuMVtTZ17W/zxNkgYuySo/WIMWjgJO5FhhxwVg1uN3JnuBdmMk/adVw/CKz/cu+wWOb+67aOdt4PovQapMWyMY1ybrLxXOBEeSxw/JGtsLoOdKzsDlDFToG4J4bAGiK3EpFzYgi20ydEahHjuk/OdBZ8pw9A0QDcK9UimQcrTtnIDsA6CihDIS2pN4EQIEav8XnAfFsidRokRbObh+ScHLg20tbKyNvrPDQ7T3d3IAszhnGnszgrYwLpYK0avRJZq15pg1nWPIP8u+lC/ddid6Cs0eySJ8D65vpvvXy57PwtcPzB1XWFsVXWxfvZIK263QGq2CmMVpsDZa4jbwIfZOWftIPt9AzD8BsRZJ2064JbzXnWtVz5mRxOgnN17AAfrNxy1vXZGreC1NmmIA5OgZBXbj9Kj6sMxMe9yTHebtuOyFJA/w1WQUqNNUCrZmBzEN4KKwfBumKVUNcl9WYQV9aDpOjOFziAMsb4YMIoAPZc4SidGoRA1uTKxUFadbsDVLFTGJyCFGsIzKoBQBkKEu/SDHxVxCsbCrA0BjqhZcRHQK1iYLE7ZUt5UmFshdXhhFbNICOAeChAGRNasEo0ey87GCtR+fe1K5brv4HEx3JkJcj/bs4GabFTqxh+F6pc/dfpJLwFK1C5leAe9Az/CHyBI/9YWRSkl4BhGD7ERa76JoS4Q5uoYkeRC8/4nEA7PTdpl8hopudjRoLoPL34QVYeuQkhHmb6wOTWqlXIcOXwksv1XeRqI1kJkZ3uBOTglAc5J7TiIDbXcLgXLcpzU/rqnsHksOPgrTEy9t/iEJRuuRcLFcZWWO1OaFQM0uMMAX2G6wcNJhsazfLEbXKW60C9GwCQpQDLdSixarzFXaaxssFkQ1Or3SULdcVSZIJzsXV0GH1buAZb1miG1e4URa7OCKXTy21pDLXTcytWueQOxfLFTQz1JhuMrfJMaKHILbcL2WS1o9LIWmbbKXZo74rl+m9IlmsFWDWCcVfJ7SYPdkc7wG5E4OI25VJIQ3ENyt1GAP+xph0ht9zcmJMWa0CE7vxIdQJQxU5xcBsJOku26UlStA4RWjaWoUymWIZgLV+A+1gxuTZPcJ0+JUYfVKeXWyENpa5jDFretS/bhBbkRhVA/omB+964CC3iIrW+b/LQ7Nz9NzAXOeBWus/VmWRJIB3qAod3IcvUfzkrbqA72jnkVkhDCebnxpzyRjNsDukX78HuaOeQu/+GEiLUHaCKncLggkyDmRjYjQjyDVZmqwNVTaxVI9ROL8eEFmzgNYc73kUe9yCnmAXrWnC7zqRX/h1OwisAwQyy3Lspa2iVZULrKK2ML1dsKP03Iz4CKgZs3GaT9HGb3AInNTa4BY78k3bwCwXAY2esTO5B3mIXhNzJ0XoYtCo4ZVq8c2NOdIA72jn4GDu56jrENtLVoYqdwuDi5IKZGAB5V8/lrq37kTo14v1ZNXzQMyECDAOYrA5ZTkRwK0jBrfjlDsAua2BXzj2DbCNy7qyrMLbC5iDQqhmkxwUud3K0HnqNCg4nkWVCK3ftUM/wIXPbzRN2h5O/PxiLu1at4utElv7rqtdAEhN7IneMXShxgQBkDegnhKA8hP7LMIysinSxx2Iy0Nhv7n7u83Is3rkME4FuMusudDnF7rXXXkPv3r1hMBgwceJE7Nmzx++9a9euBcMwXj8GQ2BBtnJACEFpqIqdjJ2+wtV50uMMQXV6vUaNdFfiTTnk5jo9d6B5oLgHK3nc3pwiHWjAOAfn+panjbAyp8UZAt7wAQAqlbxpcThFLc1HXbdt6hXGVjicBDq1CsmuOK5AkXPSLuf7b5ALBZdCVdNsRYtF+uMMy0OctOVc4DSabTC7crqlxgbbf+VvI8HWdc94dvFutjlQ0yz94r0ixLGyq9OlFLv169fj/vvvx4oVK7Bv3z6MHDkSc+bMQVVVld/PxMbGory8nP8pKiqSUOLgMJrtaHINkD3jQ3OzlcigbIQ6MQAeCqkMpnpeIQ3WUpHATWgWmK3SJt60OZy829uXstERilAeYkNoIwpQSDN8KP9Mmzx23KIsI94AVRDKK+AZZyd9/+Vip4Kd/GINWt5CL/eCMhjkbE9cP0iM0sGgDS6YXymL92DQaVSyLt7LQxzjuzpdSrF74YUXsGTJEixevBhDhgzBm2++icjISLzzzjt+P8MwDNLS0vif1NRUCSUOjpIGtuH3iNIFvYNH3knbbY0JFm6wkiOBZUfWmI6IjdDwyWe5DPJSUd1kASGAVs0gKSo4qxDvOpPF3RdaXQNulxX3DCkp49uI/4mB8zBxYRTBusgBefsv5+IOqf+6FjmlEqdqcTgJKo2hLSi591PR2Cp5kvFQFSRA3sV7WRhjPN9/JR4r2e8Mvb67MoGlRlcAVqsVe/fuxfLly/lrKpUKM2fOxO7du/1+rrm5GdnZ2XA6nRgzZgyeeuopDB061O/9FosFFos7gNloNAIAbDYbbDbh00Rwz7TZbChynbvYM94Q9HelxbAr55J6kyhydkSpS1FIidZ1+t2e5QWAtBhup2aL5HJz1pjkSE3Q350ep8fJKjuKa5rRK96/gtW2vOFSUsu2kdQYPRwOOxxBGAxTotnuXt5ghtVqDcptHij+yltaz240SYnpvI20JS2Grd8SGdoIF3+WHNW+jRCnezOHzWZDsevdZMSF0H9j5S9jSrQ2+P4bq0dBKXCurhk2W6K4gnpQ1WSB3UmgVjGIN6iCqrPECDVUDGB1OFHR0ILkGAn7r2snb2qMPuhnpkazY3xpg3hjvL/yBtNG2sK17XO10rZtk9XO5ypMilT7/G6h36+vZ8tBl1Hsampq4HA42lncUlNTcezYMZ+fGThwIN555x2MGDECjY2NeO655zBp0iQcPnwYmZmZPj/z9NNP4/HHH293fcuWLYiMFG9nzdatW7GjnAGghsrcgI0bNwb1eZMdADSoN9nw5TcbIWXKnoOnVABUqD13Ehs3ngjoM1u3bgUA1FSyZT5wshgbN54VTca2WB1AvYlt/gV7fsbpIHuCxsqWefPPe2A80fmqnytvuOyvYetL5zAH3UZYr7EGZpsTn379HaIC3+cSNG3Lm3+cra/6ktPYuPFUUM+qrGbLfKiwDBs3nhNOyE5g0wepATA4tm83qg57//14KSsXAVveX139oKWqGBs3BhfyUWQEAA1OldcF/V7DpbCSLeOZw/uwsTiwz3Dv11rPlnnnviNIrD0kmoxtKWoGAA1iNE5s3vRd0J+P1arRYGXw6cZtyI7p/H6h+u/PxWx9WRoqg37PXJkLK4OfH4KlbXlPl7FtpOjoAWwsyw/qWeYatsy7DxxDhvGIYDJ2RpUZADTQqwl+/qHj9yfU+/XEZJIv52CXUexCITc3F7m5ufzvkyZNwuDBg7Fy5Uo8+eSTPj+zfPly3H///fzvRqMRWVlZmD17NmJjYwWX0WazYevWrZg1axb2bz0NnC3G2ME5yLtkYFDPIYTgnwd+QIvVgZG5U4LKfB8ubxbuBtCEmReOw9QByR3e61lerVaLmFM1+PjMPjh0scjLmySNwHDlktrzCyK0Kvx53tygrVe77Udw9PcSJPXqj7wZ/fze17a84VLxy1ng5AkM7p2OvLwRQX/+6cPbUddiw9AJF2FIurjt2bO8a0p+A+oaMT13DGYPCS4cIqWoHu+f+h2t6kjk5U0WWmS/1LZY4fh1BxgGuHreJdBpvCNXSn4uxDfFJwEAs2bNwseVB4DqOkybMBJ5ozKC+q6SejNeOfwzjHY15s6dLYo11RdOJ8EDv30PgOBPl0zv1GXV9v2W/3IWP246gYgeGSG1x1DZfLgSKDiA3qnxyMubGPTn3y3dg33FDeg9dAzmDkvze5/Q/ffHzw8BpWWYOHwA8qb0CeqzNc0WvFDwI4w2BrPmXAJtgEmZg8FXeQkhePiPbQCcmD97StC7kOv3nMP3ZUehi09FXt5owWX2x+4ztUD+XmQmRiMv70Kf9wj9fj3hvH1y0GUUu6SkJKjValRWVnpdr6ysRFqa/47piVarxejRo3HqlH+LgV6vh17f3jSv1WoFf/Ftn1/W6MoFlxQd0nelx0fgVFUzqlvsGJAuojmmDVzwdWZi4HJz9dmrB7tcLm9sFbV+21Ldwm5SSY+LgE4XeF4mjixXipSKJmtAcgvVfqqaWfN+ZkJkSM/rGR+JupZGVDfbRW/Pns/nTm8Ipo1w9EqKcT2jFSq1JqhdteFQ08KuuJOi9YiKaD8mqNVuszjbf10JXJNigi5jZg81GAaw2p0wWknAh8OHS5WxFXYngYoBMhKiAj7BgXu/WYnRAIAKo0Xi/sv2g4z4iND6QUIk9hU3oKrZJm3/bWJ3hmYmRgX9vNQ4DXQaFax2J2pNDmQlBhdjGwye5W002WC2sWEHmT2ioQ1y0weXXqZc4jZS1cyO8YG0ETHmdynL2pYus3lCp9Nh7Nix2LZtG3/N6XRi27ZtXla5jnA4HCgoKEB6erpYYoZFaYj5pDi4rehSbkRotTlQb2IH2VACVLndhk0Wu6RHXbl3xIYWVMvJLXVutYoQN3xwcO9Iyk0fdofTI9A9eLlTY/RQMYDNQVDTLF0C384Crz3z2Hnm2Qtl84RWrUKKK9ZLyjbFlTElxhCwUueJ3P0glJ34gFtuqTdthbPRTOVxJi733qSAGysSIrVB7+QF3POS9G3EVddBppXpDnQZxQ4A7r//frz11lt49913cfToUSxduhQtLS1YvHgxAODmm2/22lzxxBNPYMuWLThz5gz27duHG2+8EUVFRbjtttvkKkKHuJMThxbLl8F1egl3D3IDbIRWjbiI4FcokToNElwpE+SY0NJCSL8BuBPWSj1YlYWZl0kO5b+62QInATQqBj2CzO8GABq1ih+cpZS7sxxYjIdmV9Vkgc1BoFExSO0gGL8j0vk2JV3/DXVnOAe3CK0wtsIu4ckg4e527CmDskEICSs1FCDPuFMRwM7wjuDGnHqTDSardPkOz9dUJ0AXcsUCwDXXXIPq6mo8+uijqKiowKhRo7Bp0yZ+Q0VxcTFUKreuWl9fjyVLlqCiogIJCQkYO3Ysdu3ahSFDhshVBL80W9w7eEJZ8QOeE4P0ClKwyYk9yYiPQL3JhrIGMwalCR/35Ytw0g4AHqtQV8qEYPOWhUr4g6z0yj/XRlJjg0tO7ElGfATKGltR1mDGmF4JQornl84mYQbuPHaeKUNCsXwB7LvJPyf1pO0/T18gJEXroVUzsDkIKpssIXsbgiVcy3WGDEq0sdUOkyvvZajjDudhkNLi7j59JTSZYw1axOg1aLLYUdbQin4p0UKK55dwx/iuTFCKndPpxI8//oiff/4ZRUVFMJlMSE5OxujRozFz5kxkZWWJJSfPPffcg3vuucfn33bs2OH1+4svvogXX3xRdJmEgGuEMQZ3jrRgyZCl04fuWuBIj4vA4TJjl7JUpMUZ+Jio2hZrhykThMLukZw41EFWDreIEANsz4QI/FFUL49VtxOLHQEbYwb4PnosULjPSpnvK1zLtUrFIC3OgHN1ZpQ3mCVT7ISyXMvRD0J1aQLyWBorBBjjeyZE4FhFE8oazJIpdmVhjvFdmYCWlmazGf/85z+RlZWFvLw8fPfdd2hoaIBarcapU6ewYsUK5OTkIC8vD7/++qvYMndLuIkhnMlPjsEqXAUJcB/pJa3c4U0MWrUKqTHSyl3dbIHDSUJ2aQLuNiJljI4QbcTdtqWUO/A2wm0gCmuBI0sZw1e6OYVUKje50yM5caiWa05Bqm2xotUmzekx7iS/YSj/XbWNyBACcr4eJwYEaLEbMGAAcnNz8dZbb/ndFlxUVIQPP/wQ1157Lf7f//t/WLJkieDCdmfCHagA70mbECJJyoQK3kwvxGAlhxUpHLkNqDCy7sGRWfECSeYfQVyace6YKIcrwavYcMlNu97E0IkrljtSjLh3/QqywJHQYhfuJiLA04okjbJR22KFzcHu5E0J0VIeG6FBlE6NFqsDZQ1m9EkW34okhOWa3/wkZT8QZG6SVm7vTX3nX4xdQBa7LVu24JNPPkFeXp7fLbzZ2dlYvnw5Tp48ienTpwsq5PkAZ7HjsnSHAtfpTVYHjGZpglS7ojWm1eZAbQubdqArKRvhxhUBQHKMHhoVA4eToKpJmvouF2BikNqq6x3o3vGuWMDj3YSxA4+bgCSNfzQKp3RL9W64uk6O0Yecy41hGMnHHSEsX3K4Ysu64MKMq+tInRqxhi61lUAQAuoVgwcPDviBWq0Wffv2DVmg8xUhVkUGrRqJUWz+K+k6kBCdXtodj1UuJVqvUfGHmIeC1JYKISYGtYpBaqy0SlJFmMHXgPTKQ73JBoud3eWZ4mex5WkQrwgjnQsHZzWrbGqFTYIdpk4nCXszDuAR0C/xmBOOzIAcCmn4YyXnrje22tFsEX/xHsgCJxCkVkg9Y7+lSvatJMJKdzJ8+HCcOyfdET/dGaF28PC7HiVy5wjj0mQ/W+lyD4qNpzIaTqeX2i0ihEsTkF4hFcLSKHXKBK6NJEXrodf4DnT3zGNXIYArNilKD51a5XLtiv9uOJcmE4ZLE/DeIS4FvKIRZn4yqReU5QIo0dF6DW+BKpdA7iaLeydvV/LKCBEi1JUJS7E7e/asrAfddieEmBgAaVOeCOXSTIlhY8bsToLqJvET0ArhPmY/745XkwIhXJqAtPEuDifxsGaFLneMXoNI1wHIXDybmASz0CIEfLsNp4zcDlNAmgmQK2NKGC5NQA5rjED9N9a9oJQCISxfgLRuTa6NxEVoEakL3aXJhShUGNn4b7ERqo10VbpUguLuTDiZ+T3pKeHqWSiXplrF8BYDKSyN5QKt5rh3VSGRpUIoq266hBNxjWsnr1rFhJUShmHcSo8UbSSQVAmctddoYxcl4ZYRkNbiLpRLk3PtN5ptMFvF32Eabu49DqlPcRDOKyPdznahlFEunMFqd/KbGsREiBChrkxYit3kyZMREXF+mjqFxOYE39jDPf5ESvdgmUAuTcA9gUqxehYiL5Pn56ubLZJk3Rd6YpBC+S/3sAqFuwOX6xtStpGO6ppr8g2s0RrJ0eGXUcrUIUK5NGMNbmuqFNZrIVyaAJAq4ZjT1GrjY+LCHXektLhz7t5wZdZr1Ojhiv+WYiEsRPhHVyYsxW7jxo2KPXe1K9HomhgMWlVIx3J5wlljpNhZJ0R8HQdvqu9Cq9Ak10TucBLUNFuFEM0vQrk0AY+j5ySwCgmZSypNQgtLIEc/cSocp9gJMYmkS3gyiFDuKoZhJO2/QmxU8fy8lO0pXJcmIO3Rc+EegeaJlIt3obwyXZWAFLtgkg6bTCYcPnw4ZIHORxpcIUPpcRFhW774Sdso4YpfgAmNc+eUS2GNEShWzdOFLLalQiiXJuAeYKVVooVT/islXPF32LZdfdVJmM7vDRA+5YkkZRTGpQm4+6/Yk7bnLs1wvRueLmSxkxQLOVbyISASjPFCHsvFvS9p2ja12HXKTTfdhDlz5mDDhg1oaWnxec+RI0fwyCOPoG/fvti7d6+gQnZ3GqzsxBDuQAW4LXYVrjNMxUQolybgHjikmLTFUEjFVpKEdGlyykNNsxUWuzQTmhBthFdIJXX3deCKbfO7EGWUNsZOmAUOIJ31q67FCqvdCYZx971QiTVoEOE62kvs/ttlLdcCnKjCkSpR/xVqU19XJiDF7siRI7j00kvx97//HfHx8Rg6dChmzZqFefPm4aKLLkJSUhLGjBmDwsJCbNmyBTfffLPYcncrOFesEI0wJUYPhgFsDsI3brEoE3I1J1Gnt9qdqGkO//g2DvcGCnEnYiEnhoRILfQatutXNoq7w1RIJVoqdx9rFQo8xo5DmDK6F2ZiI+gCRyI3GydzUrQeOk14e/8YhpFMIRVSic7wSGQt9g5TIced9FhpxkquDQoR2tRVCahnaLVa3HfffTh+/Dh2796NJUuWYNiwYejZsyemTp2KlStXoqysDB999BGGDx8utszdDs5ilypA59GqVUh2nSMq/ipUODebVJavSmMrCAF0ahWfzDkceLlFTsHBxdMIUdfeE5o0CmlXstixrjl2M0xHViGmjc0uXAsS4J5AxT7DlBCP5MQCyC2V0i2kaxCQzoVc3iCc3Fw/MNvEP2FISLndFjtpFpMZAoQ2dVWCjuIcN24cxo0bJ4Ys5y0NAlrsANYdW9VkQXmjGcMz4wR5pi+EdLOle0zaYp5z63lYuxDfkS6RpUKIQ+Y9SY+LwNlak2SWCiFj7Kqb2F3ImjByr3UEp0T3iNLBoPWdnBjwZbELv4zxkVoYtCq02pyoMlrQq0dk2M/0RV2LFVaHMC5NwMM9KLaCZBROGQW8xx0xKRdowwfAnjCUEKlFvcmGskYz4sJINdURTa02NPE7ebtOjGy5gIvJrgrNY6cAGizCxdgBbpO3mJO20C5NbnJptTlFXYUKnbhSqtxqQrrNPJ8jZhtxOolg+RkBoEc0e86tk7ApZsSCC0rvrI20XRYIUUbWmsqloxGvTQnp0gQknLQFOn2Fg7ciSRZjJ8wuTe45YsrN9d0YgwbR+vDPW5XKS3C+JycGqGKnCNwWO2E6vRTBtVyn12mEcWkatGo+ybGYO3qFjBkBPF054roXhJ4Y3DtjxavrmhYLbA4CFYOwd/ICbXYhi9i2Q1Wi/Z0pGyxSuDWFXihIldNRiLNtPZHKhSy0siHFwkzoNsIp0cZWu6iJrIV213dFqGInMzaHE02uRNxCd3oxJ23PTi+U21SKQVbIWDX2Oe5VqJiBzJzcgrURCZIUc+8xOcwjqzyRwsISaOyoZ7PvEaXze6ZssEgxafOxjwJ5CaTK6cjHTwmQogWQxoXcbLGjqZX1QggXbiO+9UvIDR+A97GAYrq+hQz/6KpQxU5mapqtIGCgVTN8Zu5wkWLSLhd4YgCkSWApVvC1mC5koV2agOcONfEHWKEmBkCamKhAlWjPzROpAlnrAGknbe4UknCRKqdjhcAxdlK4kDklOtagQZQALk1AmnyH/FgpUF1LdSzg+X6cGEAVO9nxPIhbFWZ+Mg4pzjAVw9wtRQJLIfMyAe5AZkC8Ca2mxQK7k3Vppgjg0gSkcddzbSRDwDYixe5pLsau07bt0V2FXeBIN2kLGYck9rvxTkMjrMVdTBeyGBYkadz1rroWyDoKSHMs4PmenBgIcFfsyy+/HPAD77vvvpCFOR8RegXq+ayKRvF2mPKDlUArfkAqi53wq7nUWAPqTTaUN5oxMC1GsOdycCkHUmIMgu0E5Sw1Nc0WWOwOwdyInogRxCyFxS7QidizV6XFCWixkyIkQYR+kB5nQP458UJAGkzuNDRCxTP2aONCFkMZKBc4jAJwK1tSbLARdPHOGx3EiUm22B18KMD5epwYEKBi9+KLLwb0MIZhqGIXJFxOHyEVu9RYAxgGsDqcqGuxoke0cJMOhxjmbrFXoTaHE1VNrvoWeLA6VtEkmkIqhoLEJSm22Nm0GlmJwqfVEKONSGEVCtQa7blgErL/ul2xElg1BB53APHylHH10VkammDgXMjlja2oMLaKo9gJHBcIeO+KFWvxLvRGFcBzjBdHIa1ytT29RsVvxjsfCUixKywsFFuO85ZK3jUonPKl06iQFK1HdZMF5Y2toih2okwMIrsHq5ssIATQqhkkRQloYRFZbjGsjFyS4rO1JpQ1mEVS7EScGERSoo1mO0yuHXvBpDsRVLGLE9ea6nneqlAxdoD4FvdA09AES1qcgVXsGs1AVrygzwY85I4Vvh+YrGySYjFy2YlqsROpjZR5pMM5X5MTAzTGTnY4k7QQSUI9EVvZKBMhbkTsZL+cBSk11iBYPCP3PEBEuY3C1zUg/iArRhxmW0uF0HCpdhIitZ1ahTznDSE3TyREavncclUiWL/qTTZY7MK6NAHxY3vF2u0otqdADAUpQueO7RUjPZTJakejmU3XIKh3Q2SrrtCJ3LsqIW3RKSkpwddff43i4mJYrd5b21944QVBBDtfcMfYCWtVS4s14CAaRTF5eyUnFiGwtt5kQ6vNIZi7hUOMAdbzeaJNDAIe6+OJmDvrgnFpBgOniFjsTjSYbEgQaCc5RzDKAyPS5gnOmlrkOhlEaGsqt8BJihYuRQvg6YrtOgsFwHOBI5ILWYQYO/Z5Ea7Y3lYMSosV9NmcwSFar0GsQThroNj5Mz2PEzufCdpit23bNgwcOBBvvPEGnn/+eWzfvh1r1qzBO++8g/z8fBFE9Oa1115D7969YTAYMHHiROzZs6fD+zds2IBBgwbBYDBg+PDh2Lhxo+gyBoMYmycAt4tFjJQnVU0e561GCjexxkV4HE4vwuQgRswI4J7QxHPFijMx8FbdBuEH2TqTjT+yKiVGOLnF3oUcjBItVroTz+8XIy2EWO2p7aYtoRE6lyOH2HFf3DsUMsYOcO8259qskIhl+Wp7LKDQcGPZ+W6xC1qxW758OR588EEUFBTAYDDgs88+w7lz5zBlyhRcddVVYsjIs379etx///1YsWIF9u3bh5EjR2LOnDmoqqryef+uXbtw3XXX4dZbb8X+/fsxf/58zJ8/H4cOHRJVzkBxOokowfyezxPDisQ9MzVOuBQtgHeeIzHkFs9ixyqK4rlixcnLJKa7nnt/Qh1Z5QmnmIuh2PGJe4Oo6wg1ESw/GYeY1lTRXJqeh9O3Cp/TMeA0NEEiZkhCi8XO14XQC0oxrV8VAufN5BD7WECxxviuRtCj0dGjR/HRRx+xH9ZoYDabER0djSeeeAJXXHEFli5dKriQHC+88AKWLFmCxYsXAwDefPNNfPvtt3jnnXfw8MMPt7v/pZdewiWXXIK//vWvAIAnn3wSW7duxauvvoo333zT53dYLBZYLO4GZzQaAQA2mw02m03Q8tQ0s0cuMSCI0zOCPj85irVqlDWYBJf7XG0zACA1Rh/0s7n7/X0uNUaPoloTSutbYLMJ614oqzcBAJKjtYLWSY9I1p1Vb7KhydTq5ULurLyd4XS6XZrJURph20g010bMgj2Xe05JXQsANsRA6PaXEqPD0XKgtK5F8GeXNrBtJCVa1+mzHQ52k0W8LvT364+UaNYSXlovfP8tdb2b1JjOy9iWjtqzGkB8hBYNZhtKapsQmSps6h/OGpMcJWz/TYrSuJ7f2u654fbfklq2rqP1GuhVRFC5uTZSImAb4Z5T6horU0JoI52R7NqFXFLbjKRIYRdEnHU00DYS7vsN5NlyEHStRkVF8XF16enpOH36NIYOHQoAqKmpEVY6D6xWK/bu3Yvly5fz11QqFWbOnIndu3f7/Mzu3btx//33e12bM2cOvvzyS7/f8/TTT+Pxxx9vd33Lli2IjBQ21uVcMwBoEKsFdvywTdBnFxnZZ58urxPc/byjjAGgBmkJ/dlbt271ed3RrAKgwo7f8qEu2R+6kD44WqQGwKD81BFsrD8s2HMJAbQqNWxOBp98sxlJPhaL/srbGUYrYHNowIBg787tyBfQ+FXSAgAaFFU3Ct9G9uQDUAOmBsGfbWtg28jOvYcQU3VQ0GcfOs0+u6roODZuPNbhvWddfSwjioT8fv1RW8H2sQMnzmIjc0bQZ/9xii1jQ/lZbNwYWsYDf+WNYNRoAINvtu3E4Hjh3LGEACV1bP89vv9X1HX8aoKiphUANChraMG3326Er82Uob7f4w3se4xW2QTvB1XV7LMPnSnBxo3Fgj5775HTAFRorhT+2XoH+x6/27EbZT2EddkXVbHPPn3oD1iCaNpC918AMJlMgj8zUIJW7C644ALs3LkTgwcPRl5eHh544AEUFBTg888/xwUXXCCGjABYpdHhcCA1NdXrempqKo4d893LKyoqfN5fUVHh93uWL1/upQwajUZkZWVh9uzZiI0V1oLU1GpDv2G12LN3P2bNmgWtVrgg1XP1Jrx8eCea7GrMnTtb0K3f+zYeA4qKMWZQH+TNGRDUZ202G7Zu3eq3vAWbT2DvzrNI6JmDvLxBQokMAHj68I8ALMibNgkjM+MEffZ/T+7E2VoTBo25ABN6J/LXOytvZxwqNQJ7f0VyjAHzLpsipMiobbHiPwd3oMnGYObsSwRxmXLlTcjIAQqLMWpgb8Hf4+ntp7Hrh9OISc1CXt5QQZ/90slfALRgzuQJyO3To8N7CSGYXFyHwoO/Cd5/9Uer8GlhPkhEPPLyhB1XP17zB1Bdh6njRyJvVEZQn+2sPX9WsxflJ2vRa+AI5I3tKZTIMJptsP66HQBwzeVzBN1YZbE58OT+bbA5GVw0fRbiItzlCrf/mveVAkcPo3/PJOTljRVMZgBIOFOLdaf2wq6NQV7ehYI8kyuvJjYZqKzF5HHDkDcuU5Bnc3xnPICzhyuR0W8I8nKzBXuu1e7Esl+/BwD8OW9mQEd0hvt+O4Lz9slB0IrdCy+8gOZm1hX3+OOPo7m5GevXr0f//v27xY5YvV4Pvb59ILRWqxX8xSdqtZgxRAvLWSL483smRgNgdw8224DEKOGeXdXEWmx7JkSGLLO/8vZMYK2i1c1WQevD7nCi2pWRPKtHtODvMs2VE66mxe7z2aG+3+oW1pyfHmcQXObUOA10GhWsdifqzA5kJQq3AaC6mZU7nDbiD66NVDUJ20YIIXxsUWZiYG1kdHYPlB8WfnzI7MH23wqjRfD6q3Tt/swMox/4K29GfCSAWlQ32wSVu7rWnYYmJlLY+CmtVouESC3qTTbUmOxIim3vmQm5/7r6QUa88P0gM5FrI63QaDSCLt4ruTE+MUpwubnTiqpbhG0jFU0mflNfalxkUPUhxvwu9POCIWjFrk+fPvz/o6Ki/MaqCU1SUhLUajUqKyu9rldWViItLc3nZ9LS0oK6vzuh16iRFK1HTbMF5Y1mJAqYFoLPYSdgclMOsc6LrWm2wuEkUKsYJImQsNkzv5qQVIiUww4QN61GuUjB14A7CF3ozSpNFndyYjHqOxi4eqtptsBqdwq2AYUQIspxYhxipTwRI9m1J1zqkAqBU4cIfTa1J1wbNVnZzSqelsZwqRSx//L5SkUaK9PO8+TEQBgJiq1WK0pKSlBcXOz1IxY6nQ5jx47Ftm3uWDSn04lt27YhNzfX52dyc3O97gdYX7q/+7sb6SJthxfjJASOVJE6PZ+cOIY9G1JoxEp5IlaKBw6x0mpwebCETuPj+Uyh65pTyuMjtYjQCX92bjAkRumgU6tAiLAKbKPZfd6q0EnRAfFOnxArhx0Hl0dU6DbFbfgQOtUJwCYp5o7NEnJBaXWwG8EAIF3A0zI4xBor6Y5YN0ErdidOnMDkyZMRERGB7Oxs5OTkICcnB71790ZOTo4YMvLcf//9eOutt/Duu+/i6NGjWLp0KVpaWvhdsjfffLPX5oq//OUv2LRpE55//nkcO3YMjz32GP744w/cc889osqpFLhBtlzAQVas81Y5+NVckwUOp3CBtRUiWhkB8ZIUi6lEs88VPq0GIeJaGrl212i2weyysAkBdxyRGMposHil/hGw/3LvOVHA81Y94cecLjZpp4lkcRfb0sj1rzIBF2aNrjMHIrRqxEYIu2sV8PBuCG3VbRB3rOxKBP3WFi9eDI1Gg//9739IT0+X1OR5zTXXoLq6Go8++igqKiowatQobNq0id8gUVxcDJXKratOmjQJH374If7+97/jkUceQf/+/fHll19i2LBhksksJ+ki5DkS67xVjuRoPVQM4HAS1DZbkCLQJFvGD7BiTQzCK9GA58QgrtxCTmgmO/gjq1IFPAOZI9agQaRODZPVgfJGM/okRwvyXLGtQsGSFmdAcZ1JUCVJfMuXWBY7sRc4Ii3MRHRpcs89Wm4UVO4GKzunp8eL49L0zJ9JCBHsO8RWorsSQSt2+fn52Lt3LwYNEnanW6Dcc889fi1uO3bsaHftqquuEj1xslLhrTECumLFOm+VQ6NWISlaj6omC8obWwVT7PiJQSRrjBhKNOCeGIQ8rN0TLnt9mYCnT9S7VvxCH1nFwVmzzlS3oKKxVTDFrlxkq26wuE8WEO7diBlfB7gVu7oWq6DHAoofYyf8wsxsdaDBJPx5q56kidBGGlz9V6w2wh0LaLU7UW+yCRb/zSm3Yri9uxpBu2KHDBkiar46inCIcbKAFHEM6SK6oMQeYKuaLLAJdFQOIcQtt0gKqRinOHArfjGP9RGnbYur/AdLmghucrGOE+OIj3QfC1gl4NmrYo87YizMuPYk9HmrnmSI0A84xS5NhPg6gNvYxypzQsb2cs9SQiiF3ASt2D3zzDN46KGHsGPHDtTW1sJoNHr9UJSDGDE6Yp236okYO0zdLihx5E6K0kOrZkAI664WgroWK6x28QLdAXEUpAZX8cWaGABx4nTEVv6DRQz3oFjHiXEwDMNbl4WctMVWSMWINRVbZvbZIizMLC5XrKgLM+HHeLHbdlciaFfszJkzAQAzZszwus75yrljdijykxHnHmCFimWQwmLHDYRCBgS73WziyK1SMUiNNaCk3ozyxlZBXKeczGKct8ohRlqNRqsUEwOnkAqvPChlYkgXwT0oRRxhWqwBhTUtgilJTa02NFvY81bF2zxhcH2XHc0WO6IFOPtXSu+GkKEUvMVO5DG+oLRRsDZiczj5s2eVsjCTk6Bb7/bt28WQgyICXCxDq82JBpMNCQLEMpSLHKPj+WyhVnMOJxE1LxNHehyr2AklNzfoiRkzkhil45MUVxqFyWXHx+iIKLcYmz4qRFb+g8UdIyt8jF1XcpNz7yUuQotInfC7NAHWXRpj0KCp1Y6Kxlb0Swk/blPKsVLIjQhcKIWY447QY3yVa1OfTq0K6MSJ7k7QvWTKFGGPNaKIh0GrRo8oHWpbrChvbBVIsZNAQYoX1i1S22yB3UmgYthdt2LBukXqBbMiVUgQMyJGkuJ6lytWqglNCJpabWhyWYWUEqPDKV/VzWzcplYdnjWVECKJVZJTjIWKVyuTYMzhnt/U2iygYid+2ArXRoRMUixFKIXQaXG4xU9qnF6UTX1djaAVu4MHfR+6zTAMDAYDevXq5fNILoo8pMcbUNtiRYXRjCEZ4WdUlybGTlg3Gzd4pMQYoAlzcuwIoVehUiXcTIvlFDth6ptzxYo6McQKG6PDPSfWoEGUAG44IejhSlJsdeWO7Bmme9/Y6j5ZQ0zlNY3PrSbUuxHfysg+PwInKpsFXJiJ338jdRrERWjRaGZPzQhXsbPYHGi2SxdKUWEUdowXI6FyVyToEWzUqFEdmnu1Wi2uueYarFy5EgaDMla+5zNpsRE4VGrkTzAIB7tHcmKxY3QAoLLRAqeThL0Ckyoonj8RQaCYKCmUaEBYhZQQInq6BM9n1wqUVkOJgdcqFYPUOD3O1ZlR3mAOW7Hj3m+CyCdrcLuKu9oCRyy5xR530uMMaDTbUN5oxsC0mLCeVeka3/UaFX+qhRhwCzOh3fU0vo4laPPFF198gf79+2PVqlXIz89Hfn4+Vq1ahYEDB+LDDz/E6tWr8cMPP+Dvf/+7GPJSgkTISbu6mT0NQiPSeascqbEGMAxgdThRZ7KG/TxuxS92fiOhLXZlUsktoOvb2GqH1Sl+uhOh02ooLb6OI13ACdAdXyfyQiFenBg7sZVuoXPZcZa/DIkWZkLUN3/eaqy45616HndJSPgnDIm9Oa6rEbTF7l//+hdeeuklzJkzh782fPhwZGZm4h//+Af27NmDqKgoPPDAA3juuecEFZYSPELGMnDPSI01iHLeKodOwyYprm6yoKKxNWwlkj+IW2QzvdDJQvlVqMgxX0K6vj2tQmIcWcXBxQaedbmQe/UILzZQ7MS9oSLkJhGpTtbgFDChdlpLafkChOm/rTYHf96q6HILuDDjznhOF+HEGE+4OjHbHDCa7YgL0zqotByUchN0jysoKEB2dna769nZ2SgoKADAumvLy8vDl44SNpy1R4hYBinN3UJu4+dO3pBqQhPinFvP5MRiWyqEzClVbpRGGQWEzdPoVqKV44oFhLV+SaUgJURqeWVOiKPFpNhdCgi7CObaU6ROjViDuDGbbheyAGOlRItJg1aNBJcyVy7A3ESPE/MmaMVu0KBB+Pe//w2r1e0is9ls+Pe//80fM1ZaWsqf30qRFz6WQYAYO6liXQD3wCLEpF0uUfB1coweahUDh5Ogpjk892CDySbqeaue8Eq0oMqD+BuohEwqK2XbDgZu0hbGmsq5BsUtI2dNBQR6NxIvzIQZc9wyi32euqAKKbcwk2KMF7D/Ku2cZ7kJeinx2muv4fLLL0dmZiZGjBgBgLXiORwO/O9//wMAnDlzBnfddZewklJCQsg8R5yLQgprTIaA7gVu44jYsWpqFYOUGD3KG1tR3tga1mkRnGtQrPNWPeEGcSFcZ5Iq/wK6KXmrkMJidISc/DxDKcTGnUInPIXUMw2NVDF2DSYbzFZHWBtM3FZG8S1IQo6VUp6+kh5nwNFyY9j91+ZwoqqJxth5ErRiN2nSJBQWFmLdunU4ceIEAOCqq67C9ddfj5gYdkfOTTfdJKyUlJARMpbBHcwv/mAlVLyaZ3JiqeQub2xlrSNZ8SE/p4y3Uogvs2dajXCTFPMHcUsgt5CxgVLWdzDwoRQCTNqlrr4U7u7aQBDKmsp9Pi5CK3oamliDBpE6NUxWByqMrchJigr5WVwIiZQLnPKG8E8Y4pOiSyl3mG2k0tgKJwG0agZJUTTVGhCCYgcAMTExuPPOO4WWhSICBq0aiVE61LVYUdZoDk+xa5BOQRLKlVPjSk7MWtOkWYXuhxATmjQ7YgHWdZYWZ0BxnQkVYSp2Uq740wRKT2H0OLJKivoOBq4eq5paYXc4Q87DSAjhXZpSLszCfTdSKkhcPzhT3YLyRnN4il2j9GNli9WBJosdsYbQx3gpLe5CxQZ6xiLT5MQsASl2X3/9NebOnQutVouvv/66w3svv/xyQQSjCEdarAF1LVZUNLZicHroSYq5QVaKyU+oeBfOSpHqin8TG6ES55Y2SOfKAcArduEqpO5TArpOjB3XruMjxTuyKlSSovTQqBjYnQRVTZaQFYUGkw1mmys5sQSTdoZA1tRyCRUkgFVozlS3CKaQSjFWtk1SHKpiZ7a6d/JKamnsQsp/VyGgUWz+/PmoqKhASkoK5s+f7/c+hmHgcDiEko0iEOlxBhwpN4bVgax29yHLUlvswnEvSGmlAISzNHJyS+E2Azwm4jBc34QQVBjFT2DNwcXTVIcZG8i3EYW5YQFXkuJYA0obzChvbA25HXvGbIqZhoYjTaCd1lJP2kIlzpVj3Gk021DWYMaA1NCSFHNKuF5FRN/JC7jrJvw2Iu1Y2RUIaCR0Op1ISUnh/+/vhyp1ykSIsxsrja3sIcsaaQ5ZTollLT5WuxN1LaEnKXYHxUtn+QIEnNAkcg0KEaRf22KF1e4EA4JUCdzeiZFsbCAh4IOnQ6FUQutKKAgRZyd1DKFQO62lDP8AhEsyXiaxxV0Iubm+H6+H6Dt5ga47VnYFxDs4k6IY0gU4u5F3LUiwfR8A9Bo1n5g4HGWj1ENuKeAm4XBzM0ntguLlDkP559pIjBZhJ6UNBO7ILSDcCU3aSThY3Ep36O9GyphNwK1ocDutQ0VyuQXIG2j02MkrldxCnM/LjZUJuvBPgggELka2yWJHU6st5OeUS7ipr6sQ8Oi7e/duPp0Jx3vvvYecnBykpKTg9ttvh8US/tE+FOERIshcjrM0BVmFSrzi5wZY7pzbUHA4CR9bKJV7UIg2wllXEiTcmCbEkVtSW4WCRQj3vtQxm4lRwlhTpR53hDicnhtzpIzZdI+VAsgtUf+N0mt4l284406pgkMp5CJgxe6JJ57A4cOH+d8LCgpw6623YubMmXj44YfxzTff4OmnnxZFSEp4pAtgjXG7q6TrPGkCBGBLlbWeIyVGH/Y5t1VNrfyZvMkx0oyyQmxE4Oo6XqIVPyCMO0fKQPdQEHKBI1UcErfDFAi9TRFCPDwFUi1wwo/7KpPBAiyE8s/1X6ksdoCw445SF2ZyELBil5+fjxkzZvC/f/zxx5g4cSLeeust3H///Xj55ZfxySefiCIkJTw8O0+oBy5L7RIBhBmspEw7AABatQrJnAs5xNM+uMlM7DN5PWm7ESEUPGN0pEKYNqLsicEdrxa+m1zKOKRwFbu6FissdicYRvzTVzjcLmQrLPbQYsbL+HyBUo6VAliuZei/4S7MTFY7GridvApdmMlBwIpdfX291zFhP/74I+bOncv/Pn78eJw7d05Y6SiCwLnZTFYHjK32kJ4hRwLXcM8wtdgdqG6SbicvR7iJc+XY5SXERgSpY3QAz/NiQ6trp5Mo/jgiIXaYyhFKkRGme5CTOSlaL/rpKxzxkVrouXNuG0MLLSqXYawU0nKdIP7eOJ5wF2bcWBmj14SVv6+7EbBil5qaisLCQgCA1WrFvn37cMEFF/B/b2pqglZLK1aJROjcBy6H2vHlcFeF2+m5gVmvUfHll4JwLRVyWFdUKibsyYFLlSJpjB1nzQrROlrTYoHNQaBipDlqKxQ4BamqyQK7I3hrqmfMppSLhXB3WpdJvPEJ8D7nNlQLaZkMYSuczM0hbkRgE1hz/Vf6hVmoi2ClHgUoNwErdnl5eXj44Yfx888/Y/ny5YiMjMTkyZP5vx88eBB9+/YVRUgAqKurww033IDY2FjEx8fj1ltvRXNzc4efmTp1KhiG8fo5X0/MCHdnnRyDVVq4A6yHi02KnbwcPePZkxtKQ8wJJ/WOWA53fYeo2HGuHAktduHWNacQpsQYoA3xVAex6RHNJil2OAlqmoOP25QjZhPwVLrDG3Ok3q3cM4H9vtL6cMcd6ZQNz40IoSjSxlY7Wqys6zleQosdt9AIvf8qO4xCLgIeyZ588kloNBpMmTIFb731Ft566y3odO4W8M4772D27NmiCAkAN9xwAw4fPoytW7fif//7H3766SfcfvvtnX5uyZIlKC8v53+effZZ0WRUMuFYv1osdt6FK6W7KtM1wJY1mEPaYSpXRnJO7pJ6U0ifl2OjChDezjq765xZQFqLHVfX1U0WtNqCj4kqV/jGCQBQu5IUA6EtcuSI2QTc76arLXAyXYuFklAVO5l2WXPfF8oYz2+ciNRCJ43XGwCQmSBMXSs1VZFcBLwXOykpCT/99BMaGxsRHR0Ntdr77W/YsAHR0dGCCwgAR48exaZNm/D7779j3LhxAIBXXnkFeXl5eO6555CRkeH3s5GRkUhLSxNFrq5EOO5BrtPHGDSIkTCOIc01EdkcBJVNrUF3XtkmBl6xC8+9IKULCvDIdxiCW7OyycIfxB0jYURGfKQWUTo1WqwOlDaY0Tc5uDGITwOi8BV/Whx7+kQobnK3oiH1AoedtM/VhWr5kkvu0BdmcsZspsUZcKyiKaTTY7wXweHl4AyGTA/rqNNJgj7rVY6NKl2BoJPsxMXF+byemJgYtjD+2L17N+Lj43mlDgBmzpwJlUqF3377DVdeeaXfz65btw4ffPAB0tLSMG/ePPzjH/9AZKT/Q84tFotXPj6j0QgAsNlssNlCT6LoD+6ZYjzbk9Ro1rpaVm8K+ruKa1iXd0acIWw5gy1vepwBJfVmnK1uQlJkcM21pK4FAJAaoxO9fj1Ji2Hr+lydKaT3y7mAUqK1ksqdEs1qZGUNwbeRczVN7DNi9FAx4vQVf/SMj8CJqmYUVTehV5Bb+kpdk3daiG1Eqv6b5nKhltS1BP9u6tj+mxarl7T/pkaz/bXRbENdkynoRWGZ691I3Q/SY7n+2xL0+61ussDqcELFAIkRaknlTnWNO6X1IbSRWm6sZNuZVHInRaqhVjGwOpwoq28OOs61tIFrI8rrv1K++7Yo68RrP3Dn1Hqi0WiQmJiIiooKv5+7/vrrkZ2djYyMDBw8eBB/+9vfcPz4cXz++ed+P/P000/j8ccfb3d9y5YtHSqE4bJ161bRng0AVVUMADUKTp/Dxo1FQX12dyX7WbXFiI0bNwoiT6DljXCoAKjw7Y5fUZUcnDs2/yT72drik9i48UTwQoaIyQ4AGtSbbPjfpq3QqwMvr9UB1JvYbnloz884I2EPLatj3/Px4sqg3/Mf1exnI5ysUip2e/ZEa2Pf86adv6PpZHBtZN9x9rN1pWewcePpkGUQu7ymWlbOXflHkdpwuNP7Pfm1kP2sqaYMGzeWCCJPoOWN0qjRYmfw8Tdb0TMquO84VaEGwODs4X3YWBy8jKFSbAQADU6W1fHlDLS8Rc3sZ2O0BFs3bxJLRJ80ucbp3w+fwsbW4Ma7n4rYNuIwVgE9pO2/cVo16iwMPv3uB+QEecztqVK2jRQfO4CN5fkhyyBGeU2m0EJxhEBWxe7hhx/GM8880+E9R48eDfn5njF4w4cPR3p6OmbMmIHTp0/73eixfPly3H///fzvRqMRWVlZmD17NmJjY0OWxR82mw1bt27FrFmzRN1VHH+6FutO74VdF4O8vAuD+uyx708CZwoxakAv5OUNCUuOYMv7s+UwTu4rRY9eA5A3LbjNOf89sROACXlTJiC3T48QJQ6Npwt+gLHVjoFjJuHsgV0Bl/dUVTOwZxei9Gr8ed4sSTd99Co14u3jv8LMGJCXNyWoz57Zfho4dRrDctIBlIjenj35gxzD4V+LkdCzH/Jm9w/qs6uKdgNowpxJYzFjcEqn97dFqv5buasI28uPI7JHOvLyRgb12a8+2A9UVGPy2KHIm5AVlhzBlvft4l9RUGpEzrBxmBlE/VpsDvxl9zYAwNWXzZTkfGqO8sZWvHz4JzTaVJg2Yyq2b9sWcHk3FlQABQfRNy0BeXkTJJDWjWlfKTaeOwxNbDLy8sYG9dlNHx8AyiqRO2IA0HRM0v77YcXv+K2wHlmDRiNvZHrAn3M6CR7c8z0Agj9fMpV36waDmP2X8/bJgayK3QMPPIBFixZ1eE+fPn2QlpaGqqoqr+t2ux11dXVBxc9NnDgRAHDq1Cm/ip1er4de396do9VqRW3oYj8/qwcbe1RptAT9PaUNrGu6d1K0YDIGWt5ePdhlfnmQcjudhD9qJic5VvJUPJkJkThSbkRlM2uOD7S8FU3s/b0So7w2J0lBpquNVDdbAJU6qF2iZa7UMtk9ogCz+O3Zk2xXGykLoW2X1LNtpHdKTFjyit5/E9kyVjZZgy+jKw4pJzm8MnoScP9NjEJBqRFlxuDkLnaNOVE6NVLjIqXd1Z6ogVbNxvbWm9n0MoGWt8zI7lrO7hEl/ZjDtZFQxnhXXGDvpGhYm6Ttv1mJUfitsB4VQbbtisZW2BwEahWDrB7R0ISxq12M8sqZ/k1WxS45ORnJycmd3pebm4uGhgbs3bsXY8eyK5EffvgBTqeTV9YCIT8/HwCQnh74qqC7kNYmz1Ew8S7FdaxJuVeieK5of2QlsquwYAOwq1yxLmoVI0vi2cyECBwpN6K0wYxgok/ddS19MH8P1/meVtcOVy74PRDOueKhshIipIy9BuAOwD5XF5zro9FsQ6OZVaSzgiirHISaY5AQwvcdOfpvqBsRuHeZlSitUgewu5Az4iNQVGvileJAKfaQW2rCOX2Cq+/MhAicKRRUrE4Jtf9ydd0zPiIspa470iVqY/DgwbjkkkuwZMkS7NmzB7/88gvuueceXHvttfyO2NLSUgwaNAh79uwBAJw+fRpPPvkk9u7di7Nnz+Lrr7/GzTffjIsvvhgjRoyQsziyEKnTIC6CVeaC7fjnZBys+O3wDaF1+ox4gyydPtRt/HIq0SoVwx/dFKwCwSkPobhDwiXUuubadVK0DlF6ZYcb86ewGNmcdIFS02yF2eYAw0ibnJgjMzG0nbFuRUMehdu9WzO0sVKO/htqkuKmVhvqXcdydaX+K+dYqXS6hGIHsLtbBw0ahBkzZiAvLw8XXXQRVq1axf/dZrPh+PHjfMCiTqfD999/j9mzZ2PQoEF44IEH8Oc//xnffPONXEWQHa7jB5N4s8ViR20L616QQ7HjLCllDa1BZd2Xc4AF3JbGUJUNOeoaANJjg1/12xxOPkWLPBMD+501zcHlspNbeQiG5Bh3kmIuX2AgcJNfeqwBOo0cC5wQLXb18lkZAfe4E3T/9bRcS4xnkuJgFmac0p0QqUW0DAuc8K26yk5VJAfKXqZ6kJiYiA8//NDv33v37u11wH1WVhZ+/PFHKUTrMvTuEYVjFU0ocm1tDwRuoIqP1MpyFl9KjJ53D1YE4R50D7Byrfi5ExFaAd8ZgnwipysHcOcMC2ZCK2sww0nYo9uSoyXMTuwiLkKLGL0GTRY7SurN6JcSWC67rrTiV6sYZCVGorCmBUW1poBzM8q9UMjyyOlICAnYrSr3pM0rGw1m9A0wksPucPKL5l495Oq/ETBWNKGk3oz+qYFtMeXGSvkWwe7TY4LJZSd321YyXcZiRwmfbNdgc7Y28JVRca28nV6lYvgjfoJRNrhVqFydPpSs+2w8lLz1zW1WKa4LQvn3cMMGm2BUCBjGs40E3rblntCChZMzqIWZzO2JW+A0W+x8PGMgKGdhFnj/LW9shd1JoFOrkBojT8LccNpIpkxtJNVljbY5CKqaLJ1/wEVXWphJDVXsziO43YPBdHq5LUhAaMG1nsHAcsApGvUmG1oD9A7WtVj58xrliIcCgJwk9j0X1gRv1ZW3jbhiuYJQ/ot55b9ruHJ6h7Iwk3nyM2jVSHJZcYOJs+MWlHIvzIJbTLrHHDkWOACQk8SO8cG0Ed7yJZMSrVGrkO7yFJwLYWGm9I1PckAVu/MIbmIoCkFBkrPzhDJpy22NiTVokRDJuq5rAgx34cqXFmuAQSvhgY0euJX/4NuInCtn7ruLg1i0lChg0RIM2SFYU5WwMON3tgc4aTeabfzZ1HIp3Vx7Yq1wgX1GCQscro2cDSrcRt54Rs/vDnTcabU5UGm0eH2W4oYqducR2a7V3Lk6U8A765TQ6XkXcoBWJIvdgQpXgLmcgyy3eq42B7Z6l9u6ArBxmAA7oQW6EYFrI3Iq/znJrNyBWhqdTsJbY7rKxNA7iesHgSvdXBllVTYSg7MCe+5WjtTJEwaeHKNHlE4NJwl8YaaI/psUnIIEyB/PCLjHykLX8ZWdwYVcxOg1iI+UL1+cUqGK3XkEtzPO5iD84cmdoYTBqo+r058JsNMX15pACJvcVMqM9W3JSWKD+KsCtdjxsS7yDbAJkVp+Z12gkwM3GMsVMA54tpHAlIcKYyusDic0KgZpQZ5PKReeoRSeG8X8YbU7UdYov/LaJ5ntB2eqA3s3nAIop8wMw/CLherWQBdm8rv2uYXZuTpTQFkEHE7Ce3CyE4M8801AuLEyUOW/2CMuUOo8h10BqtidR6hUDL9LLZBJ2+5w8rEu2XJO2q6JobA6sAnttGsC6ZMcLWun75McnMWOm/hyesg3wDIMg95JgbtzCCEodMndN1nOicHlpqw1wRbAhOapPHSV5KaZCRFgGKDF6kBNs7XT+4vrWvgFTlK0fAucPsnBWWPOePRfOeEXZgFGgHDl6y1j/02LNUCvUcHuJAFt/CitN8Nqd0KnUfFxwXLAL8wCVP75sTKpa1jbpaZrjGgUwegdRAxGSb0ZVocTeo1KtmB+gJ181SoGLVZHQLumOMteHxkVDcA9WFUFuOI/Xc3K3TfAdB1iwbeRAFbPlUYLWqwOqFUMesm44mfjEtkJLZCAd66u5VYegkGvUSMjjluYdf5uTlW5FO4UmRc4LgUpUGuq0vpvIBY7p5PgtEd9y4VKxfCL8ECsX6d5ZZQdY+Uix2Mx6QwgTOg0v5jsOv1XSqhid54RzM5Yz8lPrl1eAKDTqHhLIydTR/Ar/iSZV/yuianKjE4tjYQQt2In82AVzO5LbhLOSoiQJQEuh0rF8AppIJah01WcEi2v8hAsfJxdAO9GMe3JJXODyYa6ls4tjUrpv334/tv52FdhbIXZ5oBGxcges9k7iA1QhQqp68yECGjVDFptTpQHkIBbKW1bqVDF7jyjN5/OIoBJm3eJyD/5BROnc6ZaGSt+boA1OxjUmTrO4VXTbEVTqx0MI6/bG/DYWRfAil8pbjPAPcgH1EZcZesr84QWLKG8Gzld5AB7nGGG69SbM50szAgh/D1yy53DW9w7v5er6149IqGV2bXfm9+IEEg/UMZYqVGreIW4MKAxXjlzkxKhit15Rj/X5HeqqqnTe5W0KsoJIgaDm7Tl7vQGrZqf0DqbiLm6zkqIlC3VCUdQEwO/4pd/gM0JYgNFV7XYcf33ZBfrv4EuzKqaWNe+ipF3Mw7gbk9NNqbTs1eVVNduy3XXWpi5N1B0rPw3mmyoaWZDcpQgtxKhit15xoA09piZojoTzNaO01mcVsjKGQg8ALuuxYoGl3UsR0HKRmEnbhEl1XX/VHawrDC2orETS6N7xS//AMvXdSfKg8lqR5nrLE25XVDBMtDVf09Udm75UlIcIdd/O1O6+QVOYiT0GnkXODEGLZJdm046c30rSbEb4Oq/Jyo7V/6VZPkKuI24xpzUWL0sZ9t2Bahid56RFK1HYpQOhHQer6akANVAA7A5N05GnEG2HFiecLu2OrNUKGnlHGvQ8pbGE51YhpQ0MXAxjZ21a07mxCgdEmRMhxMKnNJdVNvSYZ7B6mYLmlrtUCnAtQ947noM7N0owQIMuK3Xgfdf+eXmzogtb2zt8Bi3Foudz/ephJAEbmF2OsC6VsK8pFSoYnce0t+1a+t4hf9Ju67Fygc6K8HyxbnMznViaTzmKlO/AA/AFhu+rjtZPZ+sUkasCwdnGTrWQRtpttj5fFIDFFDfXF1XNVk6DNI/xdW1Atp1sCRH6xEfqYWTuMvhC+5vWYnyu/YB907Rkx3IDLjHpEAPsBebAS65j3ViIeVc40qwuMdFeCzMOhh3uL6dEqNHnAKS/HJjyLFyY4f3cXWtlLFSiVDF7jyEd+d0YI056upc2T0iEaUAc3dytB5J0To4CXCswn/H5/42OF0ZE8NgXkHqeGLg6ntweqzoMgUC57I/0YFix03CqbGsFVhuYgxa3jp1tIPJQWl1HQwMw/ATYEdxdkfL2b8NVIiCNCiNreuztS1osdj93qe0/jsogAVOXYuVP95qYJoy2hTXfztavHN1PUgh/WBQWgwYhl2YcTF0vuDadlfsv1JBFbvzEG413NGkfaSM7fRDFNJ5GIbhO/KRDidttkxKkXtAajQYkA4Hq+omC6qbLGAY90QiN5wcHVkaOQVpkEImMwAY7JKFa7++4NrPkAzlyB0MXAzV8Q4WC3z/VUgZk2P0SInRg3SwMCOE4JjCJm1OweTGFV9w/aB3j0jFxHy5YzE7l1spSnSUXsNv/OiuCzOpoIrdeQi3iu9oNcd1HqUoSAAwNCMOAHDYz6TtdBLejK+UTh+l1yDJdWKVv8GKu57TI0oRcYGA2y1yvKLJbw4+t3VFGXUNuBUZf3VNCOGVHiXJHQzu/tv55Kes/tux0l1Sb0aTxQ6tmlFM/NSAFHZhVttiRVWT77wnSlOiAXcb6cjSeExhi2DALYu/NqLERbASoYrdecjgdNbkXdbYimo/Jzko0arBTQz+FLuSejNarA7o1CpFxAVy9IxiFSN/gxW/AlVQXfdLiYZGxaDRbPN7NJHbJaKcAXZIJ1bd6iYLalusUDHKcVMGy9Ce7AKnoLTRp9JttTt5N62y+m/HCzOuH/RLiZE9FxxHhE6NFNehO/767xEFKtGcFf1oudHnSQ5OJ+GVPkVZ3HkLaddZBCsRZfQeiqTEGLR8PqyDJQ3t/t5qc/DB10qyanCT1LFyo88Drg+4yjIwTTkTAwD0jHQpdn4Gq0MKc3sD7PFV3LvPP9fQ7u82hxOHyxoBuCdsJcC1kVNVzbDY22+yOeSSOScpChE6+TcVhMKQ9FhoVAxqmq0+le4TlU2wOQhiDRpZjwJsy5BOFmYHS7j2pJx+AAAZnfXfUlZuJY2VA1KjYdCq0NRq51MSeXKmpgXNFjv0GpWiNiF01ka4/qukulYiypn9KJIyMiseAHDAx6R94FwD7E6ClBg90l27q5QAu0pTw2J34pSPtAl7i+oBAGOzE6QWrUOyXOOmLwUJAPa55B7leidKYXSveABAfnFDu78dLTei1eZEfKRWUbtL0+MMSIzSwe4kPicHro2M7qWsNhIMBq1b6T5wrrHd3/cVs2UcmRUv6xmxbeEUtuMVTT6VbuX2X1ax89UPGk02fqfvSAX1X41ahRE94wEA+33IzY05I7PiFbUIHuZaJJ6ubobRR1LofXz/jZdSrC6Hct4oRVK4QWi/D2XjD1fnGd87UVETg0rF8MrP74V17f7OTWhjFDYx9I4hYBj27MbKNucgljaYUdpghtqjbEqBGzx9tRFeQcqKl/Uc4bYwDINxrve/x0cb+f0s17aV1UaCZWQWOwEe8GFxd5cxUUqROqVXYiSSonWwOpy8dY7D7nDyCx+lKXZ9YlnF7o+i+nau773FbBvrkxSFpGi95LJ1RCD9d4zCFjgpsQb0SoyEk7hl5HA6CT83jVNY21YaVLE7TxntUiL2FdXD1sat+ftZdrAap8DJ74I+PQAAv7aZtE1WO2+hUdrEEKEBBrniudoqG3+46npoRqwi0sp4MjqLrceC0sZ2yXCVal0BgAk57KDfVvm32p28hbqrTwzcu/mtTRkJIXy5ldZ/GYbBxBxX/z1d6/W3YxVNMNsciDFo+DARpZAVBRi0KtS1WNslv/7jLKdoKKuuAbdit/dsfbu/7S3uev33TE0zGkw2GLQqxbnrlQZV7M5ThqTHIjFKhxargzdvA+zKeW+RMlf8ADDR1el/O1PrtXr+42w9HE6C9DgDn5xTSXADf1vFjvt9XLby6jq7RyTSYg2w2p1eCoTTSfDrGfb3sQqUm58YztbB4RE4XlDaAIvdicQonaLcx6FwUf8kAGyMbL1HMuaSejMqjK3QKNACDAAT+7j6b5t+sNul6I3NTlCUBRgANCpgZCZrIW0rN99/FThWsh4XNmVRRaPbU1DV1MrHUI9RoEuT679tx0qu7kcpzH2sRGjtnKeoVAwu6sdODj+drOav7y2qR1OrHfGRWkVuJx/VKx56jQo1zVavrfw/HKsCAFzcP1lR7mOOC3JYxW7HiSpeISWEYLtL7kl9e8gmmz8YhsG0QckAwMsJsAHMNc0WROnUilzxD0mPRYxBA2OrHfnn3IsWro3k9u2hyDYSDKmxBgxMjQEhwM5TNfx1royje8UrctcgZ3H//WwdTFZ3omLP/qtEuAXljuPusbK+xcqHfyix//aI1mNkZjwAYMdxd//lyjAiMw49FOY+BoBcVxvZf64BDSb3ooUbgy7smySLXF0Jqtidx1w8gB1Etx11d/qtRyoBANMHpUCjwFWRXqPGZNfg/11BOQBWQdp2jJV72qAU2WTriIv69YBeo8K5OjOfJuRwmRFlja2I0Kp5C4zSmDqQrc/tx90K6feuNnJR/yToNMprIxq1CtNd7WDz4Ur+Ote2Zw9JlUUuobl4ANtmfjjWvv/OUmgZ+6dEIysxAha7E9uPsQpGg8nKh39MV2j/nemS66cT1bxC+sOxKjgJu0MzM0H+83h9Mc3Vf7f5aCNc31YaWYmRGJQWA4eT8HOTyWrHzyfZBcysocps20pCeaOyH/71r39h0qRJiIyMRHx8fECfIYTg0UcfRXp6OiIiIjBz5kycPHlSXEG7EDMHp0CnVuFYRRMOlTbCYnfgy/xSAMCcoWkyS+efS0ewsn11oAwOJ8HuM7U4V2dGlE6NyQpVkCJ1Gl6R/mxfCQDg073sv1MGJCviPE9fXNgvCRFaNYpqTfjd5e7m5M4bni6zdP65xNV+v8ovhdXOBuafqGyGTqPC1AHKnNCCZa6r/r87VA5jqw3n6kzYdZqd/GYPUWb/ZRgGecNYub/YX+L6txR2J8Hg9Fj0VqiLfFBaNHolRsJid+Lbg+yCcsPecwCUvVDgFPwdx6v45L6c5StvuDLbCOCef7ix8psDZbDYncjuEdll809KSZdR7KxWK6666iosXbo04M88++yzePnll/Hmm2/it99+Q1RUFObMmYPWVt8ZxM834iN1mDOM7UCv7ziFL/eXoqbZirRYg2JXzgA7acVFaFFUa8K3BeV4++dCAMAVo3sqbgOCJ9dP7AUAWP/7OZyqauIVJO66EonWa3DFqAwAbBv5tqAcZY2tiI/UKlr5nz44BckxelQaLfhyfyne+ukMAOCyEemKOPBcCEZnxaN/SjRabU6s2XkW7/xSCCcBLuqXpFgFCQCuGpcJhgG+P1qFgpJGrN11FgBw/YQseQXrAIZh+H761s9nsK+4Hr+eqYNaxeCa8cqVe0hGLEZlxcPmIFi9sxBrdxXC7iQYlRWvqMTEbblqXCbUKga7TtdiX3E9Vu9kx/gbJvbq8mEUUqDcWbANjz/+OABg7dq1Ad1PCMF///tf/P3vf8cVV1wBAHjvvfeQmpqKL7/8Etdee63Pz1ksFlgs7tMYjEZ2p6XNZoPN1j6vTrhwzxTj2YFw+0XZ2FhQjo0FFdhYUAEAWDSpF+B0wOZsn2sqXIQor04FLLygF17efhr3fbQfAKBRMVg4MUu2evSHZ3kn9Y7HoNRoHKtsxswXfgIADE6LwcTsOMXJ7cnCC7Lw2b4S7Dhezcfn3DyxF9Rwwmbz3lEtd3vmUAFYlNsL/9lyEg99dpC9xgCLLuglqGxyl/euKTn4vw0FePH7E/y1Wy4UtoyeCFHe7AQDZg9OweYjVZj36k4AQFK0DpcNT5W93bTFs7wLRqfj9e2ncKKyGX96fRcAYN7wNCRHaRQntyd3TO6NpR/m480fT/PXllyU7VNmudszR2q0FpcNT8NXB8r5uo6P0OLKkeldpv/KWYcM8XcQpEJZu3Ytli1bhoaGhg7vO3PmDPr27Yv9+/dj1KhR/PUpU6Zg1KhReOmll3x+7rHHHuOVSE8+/PBDREYqM44iXLaUMPj2HOsKHBDnxJ2DnFBgeJ0XNifw2hE1CpvY1duVvR2Ymq78plzSArx2WA2Tg0GkmuCeoQ70VK5xhefHcgafn2XbSJ8YgruGOKBVeBtxOIE3jqpw0sgKelkvB2b1VH4bCQZCgPdOqrCvli3jxWlO/Dmn/aksSqPRCvz3kBp1FgZqhuC2gU4MSVD+uzlQy2DtSRWchEGKgeC+YQ7EdAED8MenVdhdxbaRiclOXNfXCaUbvppswEuH1KhuZaBiCBb1d2JkD+W3EQ6TyYTrr78ejY2NiI2V1jrabRW7Xbt24cILL0RZWRnS092xQFdffTUYhsH69et9fs6XxS4rKws1NTWivBybzYatW7di1qxZ0GrlGyEOlxnRYLZhYu8EUTdNCFleLg1HaqyeP7Reafgqb22zBfnnGjGqVzx6ROlkljBwjlU0obrZggtyEv2mG1BKe+awO5z4tbAeiVFaUY5sU0J5CSHYc7YeOrUKo7LiRHVVCVneZosdvxXWYVBajKKOPvPEV3mL6kw4U92CiTkJitx57AtCCPa6TqAY28v/iSRKaM+emKx2/FZYjz7JUchOFN6wImZ5jUYjkpKSZFHsZG2VDz/8MJ555pkO7zl69CgGDRokkUSAXq+HXt9+C7hWqxW1oYv9/M4YlS3tdn0hyqvVAtOHKDeA3xPP8qYlaHFJgrKSsAbC8KzAc3XJ3Z7dcgDTBosfCyh3eS8aIG0AvxDlTdBqccnwngJJJC6e5e2XGod+qco5HzlQcvsFHjctd3vmiNNqMXuY+Eq/GOWVs/5kVeweeOABLFq0qMN7+vTpE9Kz09LYwbyystLLYldZWenlmqVQKBQKhULpLsiq2CUnJyM5WZyElDk5OUhLS8O2bdt4Rc5oNOK3334LamcthUKhUCgUSldB4eHPboqLi5Gfn4/i4mI4HA7k5+cjPz8fzc3us/sGDRqEL774AgC7PX3ZsmX45z//ia+//hoFBQW4+eabkZGRgfnz58tUCgqFQqFQKBTx6BqRnwAeffRRvPvuu/zvo0ePBgBs374dU6dOBQAcP34cjY2N/D0PPfQQWlpacPvtt6OhoQEXXXQRNm3aBIMh8LNEub0lXNoTobHZbDCZTDAajYqIaRAbWt7uDS1v94aWt3tDyyscnM4gx/7ULrcrVmpKSkqQlaXcBJQUCoVCoVCUyblz55CZmSnpd1LFrhOcTifKysoQExMjShoBLp3KuXPnJN8SLQe0vN0bWt7uDS1v94aWVzgIIWhqakJGRgZUKmmj3rqMK1YuVCqVJNp2bGzsedGROGh5uze0vN0bWt7uDS2vMMTFyZMWp8tsnqBQKBQKhUKhdAxV7CgUCoVCoVC6CVSxkxm9Xo8VK1b4PO2iO0LL272h5e3e0PJ2b2h5uwd08wSFQqFQKBRKN4Fa7CgUCoVCoVC6CVSxo1AoFAqFQukmUMWOQqFQKBQKpZtAFTsKhUKhUCiUbgJV7CgUCoVCoVC6CVSxE5jXXnsNvXv3hsFgwMSJE7Fnz54O79+wYQMGDRoEg8GA4cOHY+PGjV5/J4Tg0UcfRXp6OiIiIjBz5kycPHlSzCIERTDlfeuttzB58mQkJCQgISEBM2fObHf/okWLwDCM188ll1widjECJpjyrl27tl1ZDAaD1z3d6f1OnTq1XXkZhsGll17K36Pk9/vTTz9h3rx5yMjIAMMw+PLLLzv9zI4dOzBmzBjo9Xr069cPa9eubXdPsGOCVARb3s8//xyzZs1CcnIyYmNjkZubi82bN3vd89hjj7V7v4MGDRKxFIETbHl37Njhsz1XVFR43ddd3q+vvskwDIYOHcrfo9T3+/TTT2P8+PGIiYlBSkoK5s+fj+PHj3f6ua4+//qDKnYCsn79etx///1YsWIF9u3bh5EjR2LOnDmoqqryef+uXbtw3XXX4dZbb8X+/fsxf/58zJ8/H4cOHeLvefbZZ/Hyyy/jzTffxG+//YaoqCjMmTMHra2tUhXLL8GWd8eOHbjuuuuwfft27N69G1lZWZg9ezZKS0u97rvkkktQXl7O/3z00UdSFKdTgi0vwB5V41mWoqIir793p/f7+eefe5X10KFDUKvVuOqqq7zuU+r7bWlpwciRI/Haa68FdH9hYSEuvfRSTJs2Dfn5+Vi2bBluu+02L2UnlDYjFcGW96effsKsWbOwceNG7N27F9OmTcO8efOwf/9+r/uGDh3q9X537twphvhBE2x5OY4fP+5VnpSUFP5v3en9vvTSS17lPHfuHBITE9v1XyW+3x9//BF33303fv31V2zduhU2mw2zZ89GS0uL38909fm3QwhFMCZMmEDuvvtu/neHw0EyMjLI008/7fP+q6++mlx66aVe1yZOnEjuuOMOQgghTqeTpKWlkf/85z/83xsaGoherycfffSRCCUIjmDL2xa73U5iYmLIu+++y19buHAhueKKK4QWVRCCLe+aNWtIXFyc3+d19/f74osvkpiYGNLc3MxfU/L79QQA+eKLLzq856GHHiJDhw71unbNNdeQOXPm8L+HW4dSEUh5fTFkyBDy+OOP87+vWLGCjBw5UjjBRCKQ8m7fvp0AIPX19X7v6c7v94svviAMw5CzZ8/y17rK+62qqiIAyI8//uj3nq4+/3YEtdgJhNVqxd69ezFz5kz+mkqlwsyZM7F7926fn9m9e7fX/QAwZ84c/v7CwkJUVFR43RMXF4eJEyf6faZUhFLetphMJthsNiQmJnpd37FjB1JSUjBw4EAsXboUtbW1gsoeCqGWt7m5GdnZ2cjKysIVV1yBw4cP83/r7u939erVuPbaaxEVFeV1XYnvNxQ6679C1KGScTqdaGpqatd/T548iYyMDPTp0wc33HADiouLZZJQGEaNGoX09HTMmjULv/zyC3+9u7/f1atXY+bMmcjOzva63hXeb2NjIwC0a5uedOX5tzOoYicQNTU1cDgcSE1N9bqempraLiaDo6KiosP7uX+DeaZUhFLetvztb39DRkaGV8e55JJL8N5772Hbtm145pln8OOPP2Lu3LlwOByCyh8soZR34MCBeOedd/DVV1/hgw8+gNPpxKRJk1BSUgKge7/fPXv24NChQ7jtttu8riv1/YaCv/5rNBphNpsF6SNK5rnnnkNzczOuvvpq/trEiROxdu1abNq0CW+88QYKCwsxefJkNDU1yShpaKSnp+PNN9/EZ599hs8++wxZWVmYOnUq9u3bB0CYMVCplJWV4bvvvmvXf7vC+3U6nVi2bBkuvPBCDBs2zO99XXn+7QyN3AJQzk/+/e9/4+OPP8aOHTu8NhRce+21/P+HDx+OESNGoG/fvtixYwdmzJghh6ghk5ubi9zcXP73SZMmYfDgwVi5ciWefPJJGSUTn9WrV2P48OGYMGGC1/Xu9H7PZz788EM8/vjj+Oqrr7xizubOncv/f8SIEZg4cSKys7PxySef4NZbb5VD1JAZOHAgBg4cyP8+adIknD59Gi+++CLef/99GSUTn3fffRfx8fGYP3++1/Wu8H7vvvtuHDp0SBGxf3JBLXYCkZSUBLVajcrKSq/rlZWVSEtL8/mZtLS0Du/n/g3mmVIRSnk5nnvuOfz73//Gli1bMGLEiA7v7dOnD5KSknDq1KmwZQ6HcMrLodVqMXr0aL4s3fX9trS04OOPPw5ooFfK+w0Ff/03NjYWERERgrQZJfLxxx/jtttuwyeffNLOldWW+Ph4DBgwoEu+X19MmDCBL0t3fb+EELzzzju46aaboNPpOrxXae/3nnvuwf/+9z9s374dmZmZHd7bleffzqCKnUDodDqMHTsW27Zt4685nU5s27bNy2rjSW5urtf9ALB161b+/pycHKSlpXndYzQa8dtvv/l9plSEUl6A3WX05JNPYtOmTRg3blyn31NSUoLa2lqkp6cLIneohFpeTxwOBwoKCviydMf3C7ApBCwWC2688cZOv0cp7zcUOuu/QrQZpfHRRx9h8eLF+Oijj7zS2PijubkZp0+f7pLv1xf5+fl8Wbrj+wXYHaanTp0KaGGmlPdLCME999yDL774Aj/88ANycnI6/UxXnn87Re7dG92Jjz/+mOj1erJ27Vpy5MgRcvvtt5P4+HhSUVFBCCHkpptuIg8//DB//y+//EI0Gg157rnnyNGjR8mKFSuIVqslBQUF/D3//ve/SXx8PPnqq6/IwYMHyRVXXEFycnKI2WyWvHxtCba8//73v4lOpyOffvopKS8v53+ampoIIYQ0NTWRBx98kOzevZsUFhaS77//nowZM4b079+ftLa2ylJGT4It7+OPP042b95MTp8+Tfbu3UuuvfZaYjAYyOHDh/l7utP75bjooovINddc0+660t9vU1MT2b9/P9m/fz8BQF544QWyf/9+UlRURAgh5OGHHyY33XQTf/+ZM2dIZGQk+etf/0qOHj1KXnvtNaJWq8mmTZv4ezqrQzkJtrzr1q0jGo2GvPbaa179t6Ghgb/ngQceIDt27CCFhYXkl19+ITNnziRJSUmkqqpK8vK1Jdjyvvjii+TLL78kJ0+eJAUFBeQvf/kLUalU5Pvvv+fv6U7vl+PGG28kEydO9PlMpb7fpUuXkri4OLJjxw6vtmkymfh7utv82xFUsROYV155hfTq1YvodDoyYcIE8uuvv/J/mzJlClm4cKHX/Z988gkZMGAA0el0ZOjQoeTbb7/1+rvT6ST/+Mc/SGpqKtHr9WTGjBnk+PHjUhQlIIIpb3Z2NgHQ7mfFihWEEEJMJhOZPXs2SU5OJlqtlmRnZ5MlS5YoYpDkCKa8y5Yt4+9NTU0leXl5ZN++fV7P607vlxBCjh07RgCQLVu2tHuW0t8vl96i7Q9XxoULF5IpU6a0+8yoUaOITqcjffr0IWvWrGn33I7qUE6CLe+UKVM6vJ8QNt1Leno60el0pGfPnuSaa64hp06dkrZgfgi2vM888wzp27cvMRgMJDExkUydOpX88MMP7Z7bXd4vIWw6j4iICLJq1Sqfz1Tq+/VVTgBe/bE7zr/+YAghRDRzIIVCoVAoFApFMmiMHYVCoVAoFEo3gSp2FAqFQqFQKN0EqthRKBQKhUKhdBOoYkehUCgUCoXSTaCKHYVCoVAoFEo3gSp2FAqFQqFQKN0EqthRKBQKhUKhdBOoYkehUCgUCoXSTaCKHYVCOa9YtGgR5s+fL9v333TTTXjqqacCuvfaa6/F888/L7JEFAqlO0FPnqBQKN0GhmE6/PuKFSvwf//3fyCEID4+XhqhPDhw4ACmT5+OoqIiREdHd3r/oUOHcPHFF6OwsBBxcXESSEihULo6VLGjUCjdhoqKCv7/69evx6OPPorjx4/z16KjowNSqMTitttug0ajwZtvvhnwZ8aPH49Fixbh7rvvFlEyCoXSXaCuWAqF0m1IS0vjf+Li4sAwjNe16Ojodq7YqVOn4t5778WyZcuQkJCA1NRUvPXWW2hpacHixYsRExODfv364bvvvvP6rkOHDmHu3LmIjo5GamoqbrrpJtTU1PiVzeFw4NNPP8W8efO8rr/++uvo378/DAYDUlNTsWDBAq+/z5s3Dx9//HH4lUOhUM4LqGJHoVDOe959910kJSVhz549uPfee7F06VJcddVVmDRpEvbt24fZs2fjpptugslkAgA0NDRg+vTpGD16NP744w9s2rQJlZWVuPrqq/1+x8GDB9HY2Ihx48bx1/744w/cd999eOKJJ3D8+HFs2rQJF198sdfnJkyYgD179sBisYhTeAqF0q2gih2FQjnvGTlyJP7+97+jf//+WL58OQwGA5KSkrBkyRL0798fjz76KGpra3Hw4EEAwKuvvorRo0fjqaeewqBBgzB69Gi888472L59O06cOOHzO4qKiqBWq5GSksJfKy4uRlRUFC677DJkZ2dj9OjRuO+++7w+l5GRAavV6uVmplAoFH9QxY5CoZz3jBgxgv+/Wq1Gjx49MHz4cP5aamoqAKCqqgoAuwli+/btfMxedHQ0Bg0aBAA4ffq0z+8wm83Q6/VeGzxmzZqF7Oxs9OnTBzfddBPWrVvHWwU5IiIiAKDddQqFQvEFVewoFMp5j1ar9fqdYRiva5wy5nQ6AQDNzc2YN28e8vPzvX5OnjzZzpXKkZSUBJPJBKvVyl+LiYnBvn378NFHHyE9PR2PPvooRo4ciYaGBv6euro6AEBycrIgZaVQKN0bqthRKBRKkIwZMwaHDx9G79690a9fP6+fqKgon58ZNWoUAODIkSNe1zUaDWbOnIlnn30WBw8exNmzZ/HDDz/wfz906BAyMzORlJQkWnkoFEr3gSp2FAqFEiR333036urqcN111+H333/H6dOnsXnzZixevBgOh8PnZ5KTkzFmzBjs3LmTv/a///0PL7/8MvLz81FUVIT33nsPTqcTAwcO5O/5+eefMXv2bNHLRKFQugdUsaNQKJQgycjIwC+//AKHw4HZs2dj+PDhWLZsGeLj46FS+R9Wb7vtNqxbt47/PT4+Hp9//jmmT5+OwYMH480338RHH32EoUOHAgBaW1vx5ZdfYsmSJaKXiUKhdA9ogmIKhUKRCLPZjIEDB2L9+vXIzc3t9P433ngDX3zxBbZs2SKBdBQKpTtALXYUCoUiEREREXjvvfc6TGTsiVarxSuvvCKyVBQKpTtBLXYUCoVCoVAo3QRqsaNQKBQKhULpJlDFjkKhUCgUCqWbQBU7CoVCoVAolG4CVewoFAqFQqFQuglUsaNQKBQKhULpJlDFjkKhUCgUCqWbQBU7CoVCoVAolG4CVewoFAqFQqFQuglUsaNQKBQKhULpJlDFjkKhUCgUCqWbQBU7CoVCoVAolG4CVewoFAqFQqFQuglUsaNQKBQKhULpJlDFjkKhUCgUCqWbQBU7CqUL0bt3byxatEhuMQAAZ8+eBcMwWLt2rdyidGkee+wxMAzT6X1Tp07FsGHDJJDIN4sWLUJ0dLRs30+hUAKDKnYUigIoKCjAggULkJ2dDYPBgJ49e2LWrFl45ZVX5BZNUDZu3AiGYZCRkQGn0ym3OJQ2mEwmPPbYY9ixY4dsMnCKrq+fN998k7/P3z1paWlYu3at3797/vTu3Vu2clIoYqGRWwAK5Xxn165dmDZtGnr16oUlS5YgLS0N586dw6+//oqXXnoJ9957L3/v8ePHoVJ13fXYunXr0Lt3b5w9exY//PADZs6cKbdIFA9MJhMef/xxAKyFUE7eeOONdhbCiRMnev0+a9Ys3HzzzV7XIiIiMHr0aLz//vte12+77TZMmDABt99+O3+NWiAp3RGq2FEoMvOvf/0LcXFx+P333xEfH+/1t6qqKq/f9Xq9hJIJS0tLC7766is8/fTTWLNmDdatW0cVO4pfFixYgKSkpA7vGTBgAG688Uaff+vTp4/X73feeSf69Onj934KpbvQdZf+FEo34fTp0xg6dGg7pQ4AUlJSvH73FWN38OBBTJkyBREREcjMzMQ///lPrFmzBgzD4OzZs16fveyyy7Bz505MmDABBoMBffr0wXvvvef1vLq6Ojz44IMYPnw4oqOjERsbi7lz5+LAgQNhlfOLL76A2WzGVVddhWuvvRaff/45Wltb2923detWXHTRRYiPj0d0dDQGDhyIRx55xOueV155BUOHDkVkZCQSEhIwbtw4fPjhh/zfFy1a5NPN5iuejWEY3HPPPdiwYQOGDBmCiIgI5ObmoqCgAACwcuVK9OvXDwaDAVOnTvWqU47ffvsNl1xyCeLi4hAZGYkpU6bgl19+aXffzp07MX78eBgMBvTt2xcrV64MpOq82Lt3LyZNmoSIiAjk5OR4uSebm5sRFRWFv/zlL+0+V1JSArVajaefftrnc8+ePYvk5GQAwOOPP867Kx977DGv+0pLSzF//nxER0cjOTkZDz74IBwOh9c9TqcT//3vfzF06FAYDAakpqbijjvuQH19fdDlpVAowUEtdhSKzGRnZ2P37t04dOhQ0MHxpaWlmDZtGhiGwfLlyxEVFYW3337br2Xv1KlTWLBgAW699VYsXLgQ77zzDhYtWoSxY8di6NChAIAzZ87gyy+/xFVXXYWcnBxUVlZi5cqVmDJlCo4cOYKMjIyQyrlu3TpMmzYNaWlpuPbaa/Hwww/jm2++wVVXXcXfc/jwYVx22WUYMWIEnnjiCej1epw6dcpLSXrrrbdw3333YcGCBfjLX/6C1tZWHDx4EL/99huuv/76kGT7+eef8fXXX+Puu+8GADz99NO47LLL8NBDD+H111/HXXfdhfr6ejz77LO45ZZb8MMPP/Cf/eGHHzB37lyMHTsWK1asgEqlwpo1azB9+nT8/PPPmDBhAgA2jnL27NlITk7GY489BrvdjhUrViA1NTVgOevr65GXl4err74a1113HT755BMsXboUOp0Ot9xyC6Kjo3HllVdi/fr1eOGFF6BWq/nPfvTRRyCE4IYbbvD57OTkZLzxxhtYunQprrzySvzpT38CAIwYMYK/x+FwYM6cOZg4cSKee+45fP/993j++efRt29fLF26lL/vjjvuwNq1a7F48WLcd999KCwsxKuvvor9+/fjl19+gVar7bSsdXV1Xr+r1WokJCR4XWttbUVNTY3XtZiYmC5t2aZQwoZQKBRZ2bJlC1Gr1UStVpPc3Fzy0EMPkc2bNxOr1dru3uzsbLJw4UL+93vvvZcwDEP279/PX6utrSWJiYkEACksLPT6LADy008/8deqqqqIXq8nDzzwAH+ttbWVOBwOr+8tLCwker2ePPHEE17XAJA1a9Z0WsbKykqi0WjIW2+9xV+bNGkSueKKK7zue/HFFwkAUl1d7fdZV1xxBRk6dGiH37dw4UKSnZ3d7vqKFStI22EPANHr9V51tXLlSgKApKWlEaPRyF9fvny5V706nU7Sv39/MmfOHOJ0Ovn7TCYTycnJIbNmzeKvzZ8/nxgMBlJUVMRfO3LkCFGr1e1k8sWUKVMIAPL888/z1ywWCxk1ahRJSUnh28vmzZsJAPLdd995fX7EiBFkypQpHX5HdXU1AUBWrFjR7m8LFy4kALzaACGEjB49mowdO5b//eeffyYAyLp167zu27Rpk8/rbeHeUduftu/T1z0dtceoqCivvkOhdFeoK5ZCkZlZs2Zh9+7duPzyy3HgwAE8++yzmDNnDnr27Imvv/66w89u2rQJubm5GDVqFH8tMTHRr1VmyJAhmDx5Mv97cnIyBg4ciDNnzvDX9Ho9v0HD4XCgtraWd4nu27cvpDJ+/PHHUKlU+POf/8xfu+666/Ddd995uec4d/RXX33ld9dsfHw8SkpK8Pvvv4ckiy9mzJjh5brlgvT//Oc/IyYmpt11rr7y8/Nx8uRJXH/99aitrUVNTQ1qamrQ0tKCGTNm4KeffoLT6YTD4cDmzZsxf/589OrVi3/e4MGDMWfOnIDl1Gg0uOOOO/jfdTod7rjjDlRVVWHv3r0AgJkzZyIjIwPr1q3j7zt06BAOHjwoSHzZnXfe6fX75MmTvdrPhg0bEBcXh1mzZvH1UVNTg7FjxyI6Ohrbt28P6Hs+++wzbN26lf/xLA/HFVdc4XXP1q1bg6pPCqU7Ql2xFIoCGD9+PD7//HNYrVYcOHAAX3zxBV588UUsWLAA+fn5GDJkiM/PFRUVITc3t931fv36+bzfU6ngSEhI8FKunE4nXnrpJbz++usoLCz0ip/q0aNHsEUDAHzwwQeYMGECamtrUVtbCwAYPXo0rFYrNmzYwO9UvOaaa/D222/jtttuw8MPP4wZM2bgT3/6ExYsWMArm3/729/w/fffY8KECejXrx9mz56N66+/HhdeeGFIsgHt6yUuLg4AkJWV5fM6V18nT54EACxcuNDvsxsbG2GxWGA2m9G/f/92fx84cCA2btwYkJwZGRmIioryujZgwAAAbIzcBRdcAJVKhRtuuAFvvPEGTCYTIiMjsW7dOhgMBi+3dygYDAY+Do+jbfs5efIkGhsb28WHcrTdEOSPiy++uNPNE5mZmXQDDoXSBqrYUSgKQqfTYfz48Rg/fjwGDBiAxYsXY8OGDVixYoUgz/eMufKEEML//6mnnsI//vEP3HLLLXjyySeRmJgIlUqFZcuWhZR77uTJk7x1zZdis27dOl6xi4iIwE8//YTt27fj22+/xaZNm7B+/XpMnz4dW7ZsgVqtxuDBg3H8+HH873//w6ZNm/DZZ5/h9ddfx6OPPsqn6vCX8LdtkD+Hv3rprL64+vjPf/7jZTX1JDo6GhaLxeffxOLmm2/Gf/7zH3z55Ze47rrr8OGHH+Kyyy7jFdNQ8VcfnjidTqSkpPi0sAFopxhSKBRhoYodhaJQxo0bBwAoLy/3e092djZOnTrV7rqva4Hy6aefYtq0aVi9erXX9YaGhk4tKL5Yt24dtFot3n///XaKwc6dO/Hyyy+juLiYt5qpVCrMmDEDM2bMwAsvvICnnnoK/+///T9s376dt85ERUXhmmuuwTXXXAOr1Yo//elP+Ne//oXly5fDYDAgISEBDQ0N7WQpKioKWv6O6Nu3LwAgNja2Q8tRcnIyIiIieAufJ8ePHw/4+8rKytDS0uJltTtx4gQAeLmShw0bhtGjR2PdunXIzMxEcXFxQMmuAzkBozP69u2L77//HhdeeCEiIiLCfh6FQgkOGmNHocjM9u3bvSxmHJx7buDAgX4/O2fOHOzevRv5+fn8tbq6Or/WkkBQq9Xt5NmwYQNKS0tDet66deswefJkXHPNNViwYIHXz1//+lcA7I5NTva2cJYwzurFuXI5dDodhgwZAkIIbDYbAFa5aGxsxMGDB/n7ysvL8cUXX4RUBn+MHTsWffv2xXPPPYfm5uZ2f6+urgbA1umcOXPw5Zdfori4mP/70aNHsXnz5oC/z263e6VIsVqtWLlyJZKTkzF27Five2+66SZs2bIF//3vf9GjRw/MnTu30+dHRkYCgE+lOFCuvvpqOBwOPPnkkz7lD+fZFAqlc6jFjkKRmXvvvRcmkwlXXnklBg0aBKvVil27dmH9+vXo3bs3Fi9e7PezDz30ED744APMmjUL9957L5/upFevXqirqwvJAnPZZZfhiSeewOLFizFp0iQUFBRg3bp17RK+BsJvv/2GU6dO4Z577vH59549e2LMmDFYt24d/va3v+GJJ57ATz/9hEsvvRTZ2dmoqqrC66+/jszMTFx00UUAgNmzZyMtLQ0XXnghUlNTcfToUbz66qu49NJL+Y0O1157Lf72t7/hyiuvxH333QeTyYQ33ngDAwYMCHkDiC9UKhXefvttzJ07F0OHDsXixYvRs2dPlJaWYvv27YiNjcU333wDgM0Nt2nTJkyePBl33XUX7HY7n4/PUwHtiIyMDDzzzDM4e/YsBgwYgPXr1yM/Px+rVq1ql0Lk+uuvx0MPPYQvvvgCS5cuDSjFSEREBIYMGYL169djwIABSExMxLBhw4JKwzNlyhTccccdePrpp5Gfn4/Zs2dDq9Xi5MmT2LBhA1566SUsWLAg4OdRKJQgkXVPLoVCId999x255ZZbyKBBg0h0dDTR6XSkX79+5N577yWVlZVe97ZNd0IIIfv37yeTJ08mer2eZGZmkqeffpq8/PLLBACpqKjw+uyll17a7vunTJnilQajtbWVPPDAAyQ9PZ1ERESQCy+8kOzevbvdfYGkO7n33nsJAHL69Gm/9zz22GMEADlw4ADZtm0bueKKK0hGRgbR6XQkIyODXHfddeTEiRP8/StXriQXX3wx6dGjB9Hr9aRv377kr3/9K2lsbPR67pYtW8iwYcOITqcjAwcOJB988IHfdCd333231zWubP/5z3+8rm/fvp0AIBs2bPC6vn//fvKnP/2Jlyk7O5tcffXVZNu2bV73/fjjj2Ts2LFEp9ORPn36kDfffNOnTL6YMmUKGTp0KPnjjz9Ibm4uMRgMJDs7m7z66qt+P5OXl0cAkF27dnX6fI5du3bxMsIj9cnChQtJVFRUu/v9yb9q1SoyduxYEhERQWJiYsjw4cPJQw89RMrKyjr8fu55HaW8IcT3e+sImu6Ecr7AEOLDB0ShULo0y5Ytw8qVK9Hc3BxQwDule3LllVeioKAgrJhLCoXStaAxdhRKF8dsNnv9Xltbi/fffx8XXXQRVerOY8rLy/Htt9/ipptuklsUCoUiITTGjkLp4uTm5mLq1KkYPHgwKisrsXr1ahiNRvzjH/+QWzSKDBQWFuKXX37B22+/Da1W65XQmEKhdH+oYkehdHHy8vLw6aefYtWqVWAYBmPGjMHq1atx8cUXyy0aRQZ+/PFHLF68GL169cK7776LtLQ0uUWiUCgSQmPsKBQKhUKhULoJNMaOQqFQKBQKpZtAFTsKhUKhUCiUbgKNsesEp9OJsrIyxMTECHLcDoVCoVAolO4NIQRNTU3IyMiASiWtDY0qdp1QVlaGrKwsucWgUCgUCoXSxTh37hwyMzMl/U6q2HUCd0RRYWEhEhMTZZZGPmw2G7Zs2cIfD3S+QuuBhdYDC60HWgcctB5YaD2w1NXVIScnh9chpIQqdp3AuV9jYmIQGxsrszTyYbPZEBkZidjY2PO6s9J6YKH1wELrgdYBB60HFloPLDabDQBkCeGimycoFAqFQqFQuglUsaNQKBQKhULpJlDFjkKhnDfYbMC+fUBBgdySUCgUijhQxY5CoZwXbNoE9OwJjB0LjBgBTJsGFBfLLRWFQqEIC1XsKBRKt+fdd4G8PKC6GoiLA7RaYMcOYP58wGyWWzoKhUIRDqrYUSiUbs2vvwK33w4QAtxyC1BZCRw9CiQnA/v3Aw8+KLeEFAqFIhxUsaNQKN2W5mbgmmsAqxX405+At94C9Hqgb1/ggw/Ye1atoi5ZCoXSfaCKHYVC6bY8+iirtOXkAGvXAp4n+8yezcbZ2e3Aiy/KJiKFQqEIClXsKBSKrNjtwJkzrALmcAj33D/+AF56if3/G28AvhLA/+1v7L9vvQU0Ngr33RQKhSIXXUqx++mnnzBv3jxkZGSAYRh8+eWXnX5mx44dGDNmDPR6Pfr164e1a9eKLieFQumcH39k3aNxcaxrNDubjXu75Rbg9Onwnm23A0uWAE4ncMMNwJw5vu+bPRsYNAhoaQG+/jq876RQKBQl0KUUu5aWFowcORKvvfZaQPcXFhbi0ksvxbRp05Cfn49ly5bhtttuw+bNm0WWlELp2nBWtH37gGPH2Bi1cCkpKcH27duxZ08J5s8Hpk4FvvgCMJnYuDetFqivB9asYZWtZ54BiovZz5SUlAT1Pffcsx35+SVITAReeMH/vQzDxuABJXjjjeC+h0KhUJRIl1Ls5s6di3/+85+48sorA7r/zTffRE5ODp5//nkMHjwY99xzDxYsWIAXaUANhQLArWyVlJSgqQlYvZq1bsXEsFa0sWOBwYOBqChWEXvjDda6VVJSgoKCgoAVodWrVyM7OxvTp0/HxInZ+Oqr1dBogDvuYHemmkzsz48/slY0ux14+GH3Z7Kzs7F69eqAv2flyukAsnH55auRktLxZ1Sq1QCysXt34N9DoVAoSkUjtwBisnv3bsycOdPr2pw5c7Bs2TK/n7FYLLBYLPzvRqMRAHugL3eo7/kIV/bzuQ4A6eqhpKQEp06dQr9+/dCzZyaOHgV+/lmFggKgrIyB3Q5ERgK9exPk5hJcdBGB2ez+TGZmZqffsWbNGixduhROpxMMo4LBsBJm82383w0GgsREwGgEmpsZ/Pgjq3j99a9vw2S6A4Q4sWLFCrzxxhtYvHhxh2W5/fbb4XQ6XVecAO7At99Ox7RprJxcbF1uLvDNN8ALL5Ri+fLbXfcCTqcTd9xxB6ZPn+63bL6+5/3378Cjj3b8mccfD+57PKH9gtYBB60HFloPLHKWv1srdhUVFUhNTfW6lpqaCqPRCLPZjIiIiHafefrpp/H444+3u759+3ZERkaKJmtXYevWrXKLICs1NTUoLy9HTU0NkpKSALD50erqDKitNcDpZBATY0WPHq0wGBxen0lPT+c/0xFbt27F66+/DkIIABXi4l5GY+PdnXxqNQBWQWEYFe66aylmzZrVYTnuvHMpCHG6yuCE2XwnUlMnY/ZsB8aPr0BmZhNUKrZ8FRWR2LMnHd98o0NNzR3wVISWLl0KtVrts2yEAB99VOahbHE4sGfPOpjNw33KZ7cX8N/Bf8LhwLp16zB8uO/PFBQUtPseMT7ji/O9XwC0DjhoPbCc7/VgMplk+26GsLNHl4NhGHzxxReYP3++33sGDBiAxYsXY/ny5fy1jRs34tJLL4XJZPKp2Pmy2GVlZaG8vBw9evQQtAxdCZvNhq1bt2LWrFnQarVyiyMInlaxUCxcM2e+ierq23D8OGA2M+3uT0oiSE9/G4cO3QlCnFCpVJ1at3buLMGMGf14hYtFDa22EBdf3BNjxxJkZwN6PYHRyODoUWD79jKcOtUb3oqQGosXn8ZVV/XEsGEEPXoAFgu7KWH3bhXefnsHDh70tmYDwObNWzFt2hS/8m3btgNz585ud/3yy7/HsmVTMH48gV7P7jDdto3B66+r8NNPZQCyveRTq9U4efJkh5a0fv36tVG61Ni16yTGjfP9mW++KcWf/9w37O/p7DOedMd+ESy0DlhoPbDQemCpra1Feno6GhsbERsbK+l3d2uLXVpaGiorK72uVVZWIjY21qdSBwB6vR56vb7dda1We143Ug4l1kNJSQlOnjyJ/v37IzMzE01NQH4+G/x/5gzrSmQYQK0G0tKA3r2BAwdW41//Yt12KpUKq1atwq233ur3O379taSdhWvr1qUA5gLIhFoNZGQAGg17bFVzM1BTU4qamjvh7ea7C5s352Hs2Ez06MHKVVsLHDjAnpBQVHQWbS1VgANffHEal16a5VO27dtPYfr09p9Zs6YQa9Zk+ynRQLAhtt4KzZAhgzp8v8OGDYZKpWqncH399UB8/TU7nERFsXF4HFptJi65ZBU2brwDDocDarUaK1euRE5Ojt/vycnJwapVq3DHHexnADWAlViwIAdffgmMH+99/5EjwJ139gawCgxzBwgJ/Xsee6zjz/hCif1CamgdsNB6YDnf60HOsndrxS43NxcbN270urZ161bk5ubKJBGlM9oqaZ2xevVqPq6KYVTIyVmF4uJbYbd3+C3g3JYAq3At+f/t3XlcVOX+B/DPMLKKQgqyOIJsiSW4puItF1xQ7y1tsUyvoiGaVyujMiyXq/5yKTPbla5L3utWuWTqtQjRUklzQXAjQBZHBRMFVBRw5vn9ce6MjjPADM4wMHzerxcvmDPPmfOcL8fjl+c8S+wkXLgQBT8/BRwcpPVD8/KkxPDgQSAnJxOGEq6ZM7MQHa2Av780qlOjtBT4z38yMWWK/j5btmRhyxbD5yaThUAI/YSrY8fgKs8mJCREL9mys5Pj2WeDcfQokJMjPRIFgObNpQERQ4YoIEQC3nlHN9mqKeYKhUInEZLL5Xj11RUoLFTgxx+lJFWT1IWEAE8/DUyZAvj5xUCpjDKphTQmJgZRUdI+jo7BiImR+hr26gW8/ro0nYm7O/Ddd8D06VIy3aVLDNavj8KlS6YfZ9iwLBw7FoyHHqp5HyKi+qpBJXY3btxAVlaW9nVOTg5SU1PRokUL+Pn5YcaMGbhw4QLWrl0LAHj55Zfx2WefYfr06XjppZewZ88efPPNN9i5c6e1TqFRuTdJc3VV4LffpDU6z52Tkqbbt6XRj3K5NH/Z5csrsWfPRO1jy/feS0BcXAwcHO5+5u3b0kS2GRnA7t1KfPHF3QRNCDXOnZsEQErQHn4YCAwEHnpI2vfOHeDCBSAtLROnT+smXEKoMGdOFgDD/6nb2YVArdZPuCZNCoah3KF5c+Cpp0Lwyiv6Cdfrrwfj6lUpCRJCql+7dkDPnkC3bgp8+61u4lRTwmUo2VqxYgViYqR9KiuB69elKUVcXKRWQkkMRo0yLdkCpEQoMjIS69atw+jRo7WtW0IAV64AxcWAh8fduN9bT2OPYWiflBRpjrstW4APPpC+7tW3L/DNN4CnpwLt2pl+nOeeU+DYMSApSUpGiYgaJNGAJCcnCwB6X9HR0UIIIaKjo0WfPn309unUqZNwcHAQgYGBYvXq1SYds6SkRAAQV65cMc9JNFDnzp0T8+fPF+fOnTOq/JIl/xIymd3/fkd2AviXkP7rr+rr/P/K3fu7lQvgvHBzE8LdXfrS3WePwethw4bkaut2/vx5YWeneyyZTC4GDz4vhgwRIjJSiMGDhZg0SYgFC4TYtUuI0lIh/vWvfwm5XC4ACLlcLv71r3/VGIfa7KOpY3Jysjh//rxR5Wu7T21VVFSIbdu2iYqKCosf637btwsxYIAQcrl0HYSECPHRR0JUVj7Y5x44IH1eq1ZCqNXG7WPNONQXjIGEcZAwDpIrV64IAKKkpKTOj91gB0/UldLSUri5ueHKlSs2M3ji3pY0BwcFjhwBsrKkR3aXLkmtYrdvS48WmzcHLl5ciX37pJY0mcwOr72WgL//PQZyudQadPOm1IqWmwukpQEHDihRUKDbWR6Qw98/F927K7SrDLi6Sn3SKiuBlJRkfPllpIHaJgPoq7OlaVNp7c9HH1Xim2/8dQYayOVy5Obm1tgytHLlSgMtXFX3sdPIycnRa6mqiamDNBqCyspK7Nq1C0OHDrVaX5KKCqn10VyHv31but4rK6VBJoGBNe9TH+JgbYyBhHGQMA6SoqIieHh4cPAEmcbU/mgVFcC8eSuxYMHE/yVDdgASAFSX0Oj2RxNCjWXLJmHZsihU9dgSMNwfbc2aLPTta3iffv1CsGKFnd7oxCNHgqEZ5yKE9Mi2RQvN40QFBg407bGlxr39t0xJuBQKBcLCwkxK0GrzCJJqdu8jenNwcgK6dAEOHZIe+xqT2BER1TdM7OoJQ0laScndkZ2aTum3bkn/AR0/vhLr1t1tRXv77QSMHBkDJyep5eHWLWl0Zk6O1Prw++/A0aNKVFTcTdI0E8WGhEQhPFyBwECgdWupH5ajo5QIHjuWiS+/1E/SPDyyYG+vgL29VJ82baRWOKlfWwhGjtRP0oKDqx4AUFU/sU6dqk+IapugaY7JhIvu1bOnlNj99pu0xiwRUUPDxM4CHnRkZ9euCbh8OQb5+VUeAfe3oi1aNAmLFlXXigZU1ZKWkFB1S5pSabgl7fhxw4MGJAqUlprekvYgrWhM0MgcIiKAjz+WWuyIiBoiJnZGunDhQpV97ISQlkSSy4FVq+4maYbmR1OrgYICqRVOmlxWiQ0bdJO0I0ekkZ2AAp6e0pqdrVpJfdKcnIC8vEwkJeknaC1aZEGtVsDJSSrXooXUF61tW6BTJ8DfPwR9+5qnJY1JGtkizUxIqanS2rVcbIaIGhomdkbq1KkTpk//Cq1axeDsWenxZm4ucO2aNGeZtNal/vxoEyZMwj//GQWZTIEbN6RpJ3TnWDPcirZ0aRZeekkBNzf9uiiVIfD310/QTpyorhUNAGqfpBma3qImTNKooWnTRvoj6vJl4ORJoHt3a9eIiMg0TOyMJITA4sV3W9IMM5ykKZW686PJ5YCfHxAcDDz8cAi++MJOb2TniBHBBpM6oPataEDdDhogamhkMql1+6efgOPHmdgRUcPDxM4kKvzlL1mIjFQgOFh6zNmyJeDmJj36zM8PQbdu+hPSbtsWDG9voFkz6cvLS5rmQ6JA585196gTYEsaUXU6d5YSu9RUa9eEiMh0TOxMIJfLsXFj1Y87W7Y03JL25JPsj0bUUHTqJH0/ftyq1SAiqhUmdkays7PjoAGiRkCT2KWl3R0URUTUUDCxM9Lx48cRHh5uVFkmaUQNV0iINBq2rAz44w+gfXtr14iIyHh21q5AQ9G6dWtrV4GI6oBcDmj+hmM/OyJqaJjYERHdp3Nn6TsTOyJqaJjYERHdhwMoiKihYmJHRHSfe1vshLBqVYiITMLEjojoPh06SH3t/vwTuHjR2rUhIjIeEzsiovs4OwOhodLP7GdHRKa6cOGC1Y7NxI6IyAD2syMiAFAqlUhOToZSqTT4/p07wKVLwKlT0v1i5syV6KS5gVgB57EjIjKgc2dg3TomdkSN2cqVKzFx4kSo1WrY2dlh7twEeHnF4Phx4PRp4OxZ4PLle/viKgFMBGC9zrlM7IiIDOjYUfqenm7dehCR+SiVSmRmZiIkJKTGhQRyc5XapA4A1Go1Zs2aBCAKgO6+dnaAuzsgk2WiqEit91l1iYkdEZEBYWHS96ws4OZNoGlT69aHiB7M/a1vCQkJiImJAQDcuAGcPw+cPCl9HToE7NuXqU3q7lKhY8csDB6swKOPSivTtGkDeHhIA66UyhD4+9sZ2K/uMLEjIjLAywto1Up6zHL6NPDYY9auERHd6/7Wt7IyqZ9bejqQmQkUFkpfN28CN24ocfToRAB3W98mTJiEWbOiUFqqwM2bho4QAmkowt0kTS6XY8eOYFTV2KdQKJCQkKDT0lfXmNgREVUhPBz4+WcgLY2JHVF9cm/rm0xmh7ZtE5CfHwOVqqo9MnFvgiZR4dKlLGgeqzZrJrXAdeggDZ7q3VuBw4cTMHnyJKhUKsjlcqxYsaLGR7gxMTF47LHH0FHTn6OONbjE7vPPP8cHH3yAgoICdOzYEZ9++im6d+9usOyaNWswfvx4nW2Ojo64fft2XVSViBq4exM7IrIcY/q+VVYChw8DW7cq8eGHd1vfhFAjJ0fq++bpqUBYmJSg+fpKLe/NmwPFxSGYNMkOQtxN7uzs5Ni+PRihoVI5V1f9Y3bsGIMhQ6KQlZWF4ODgGpM6DWuuL9+gErtNmzYhLi4Oy5cvR48ePbBs2TJERUUhIyMDrVq1MrhP8+bNkZGRoX0tk8nqqrpE1MBp+tkxsSMyD5UKKCqSJv++cwdQq4EtW1ZiwYK7fd/eeCMBAwbEoLAQKCiQHqueOCE9Yr11C6iq9W3DhiyMHFlV4qWAnV0CJk3SbX37619rTtQUCoXRCV19YFJip1arsW/fPvz666/Iy8tDWVkZPD090blzZwwYMABt2rSxVD0BAEuXLkVsbKy2FW758uXYuXMnVq1ahfj4eIP7yGQyeHt7G32M8vJylJeXa1+XlpYCACorK1FZWfkAtW/YNOfemGMAMA4ajSUOjzwCAPZITxeoqLiD+/8ubCxxqA5jIGEcJLm5uUhPT8cjjzwCL6+22L9fhgMHZEhLkyE9XYbz5wG1+t5/SJrpQe72ffvgg0n44AP9kacA0LKlwGOPBeHHH3Vb3+RyOXr08K82/mPHjkVkZCSys7MRFBQEhUJhsd+XNa8DmRA1r4R469YtfPjhh/jyyy9x9epVdOrUCb6+vnB2dsbVq1dx8uRJXLx4EYMGDcLs2bPRs2dPs1e0oqICLi4u+O677zB8+HDt9ujoaBQXF+P777/X22fNmjWYMGECWrduDbVajS5dumDBggV49NFHqzzOP//5T8ydO1dv+/r16+Hi4mKWcyGihqGiwg4jR/4NarUMq1b9iBYt2I2DqCqJiYn44osv/5dw2UEuXw6VKtZgWVfXCtjbq6FS7UVp6RC99728foCXVw889NBteHreQtu2JQgIKIWPzw3Y2UnH+vLLL7WtfJMnT8bAgQMtfIbGKysrw6hRo1BSUoLmzZvX6bGNSuzatGmDiIgIjBs3DgMHDoS9vb1emby8PKxfvx4rVqzAu+++i9hYw7/M2rp48SJat26NgwcPIiIiQrt9+vTp2LdvHw4dOqS3T0pKCjIzMxEeHo6SkhIsWbIEv/zyC06dOlVls6qhFrs2bdrg0qVLaNmypVnPqSGprKxEYmJilb//xoJxkDSmOISFNUFGhgw//HAHUVG6t8vGFIeqMAYSW4yDUqmssW/Z5ctASooMW7ZcwIYNgdB9RCqHl1cOBg5sjS5dBMLDBYKDBTw9AU2IlEolgoODdUaQyuVyZGZm1vj4U6lU6rS+1SdFRUXw8fGxSmJn1KPYn376Ce3bt6+2jL+/P2bMmIE333wT+fn5Zqncg4qIiNBJAnv16oX27dtjxYoVmD9/vsF9HB0d4ejoqLfd3t7eZv6xPgjGQcI4SBpDHDp2BDIygDNnmuBvfzNcpjHEoSaMgaS+xqGqwQlFRdK8bZcuSVODlJYCMhlw7NhKbNs2EUJIo06feSYBjz0Wgxs3pLIXLkh93u4uiXoOhvu9ZaNfv6q7aQUEBCAhQb/vW0BAQI3nFBAQYFQ5a7DmNWBUYldTUncve3t7BAUF1bpCVfHw8IBcLkdhYaHO9sLCQqP70Nnb26Nz587Iysoye/2IyDaFhwPffMMBFNRw3T8x7/jxCbh5MwYpKUBenqE9dPu9CaHG5s2TsHmzfr83mQwIDQV69gzBmjX6/d5CQoJrrF9MTAyiokwfeUqGPdCo2LCwMOzatcvigyYAwMHBAV27dkVSUpK2j51arUZSUhKmTp1q1GeoVCqkp6dj6NChFqwpEdmS8HDpOxM7qi9MWRZLqdRfFmvlSt1lsQICAD8/acoPNzfg4sVM7Nyp3/o2eHAWAgIU8PEBfHykhK5TJ800IQr85S/6LW/GJmkNbeRpffZAiV1ubm6djvyIi4tDdHQ0unXrhu7du2PZsmW4efOmdpTs2LFj0bp1ayxcuBAAMG/ePPTs2RPBwcEoLi7GBx98gLy8PEyYMKHO6kxEDZtmypMzZ6R5tOrhUzZqRKpbFkvj+nXg6FFg925g/XrDy2KNHp2FmBgFOneW1ji9l6FlseRyOb76quoVFwCp5S0yMhLr1q3D6NGj6+1jUlvXoOaxe+GFF/Dnn39i9uzZKCgoQKdOnbB79254eXkBAPLz82FnZ6ctf+3aNcTGxqKgoAAPPfQQunbtioMHD+IRaQ4DIqIa+ftLM9Jfvy71tevQwdo1Iltyf+ubWi31XTt5Upq/LTcXKCsDysuBmzeVSErSnRokNnYSfv89CnfuKFBQAOTkSH+E3B0WaXhZrEWLal4WqzatbwqFAmFhYWx9s6IHSuyeeOIJODs7m6suRpk6dWqVj1737t2r8/qjjz7CRx99VAe1IiJbJZNJj2MPHJAexzKxI3O5f1msbt0SkJMTgytXqtpDf2JeIVRYseLuslgabdoAjz8OPPWUAn/+mYDXXzd9WSz2e2uYHiix27Vrl7nqQURUb92b2I0aZe3aUH2kVCqRnp6O8PBwox5B5uQoERs7UTvYQAg1fv9d6vvm6qpAly5ASAgQFCT1YXN0lJbFio/XHaAgk8kRGxuMNm0Ab2+gdWugc2fp57ti8PTTpidp7PfWMBmV2P32229GTzpcVlaGnJycaicBJiJqSDT97NLTrVsPqp/ubXmbM2eOwX5vAFBSAvz6K7BlC/Dtt5k6CZpEhU8+ycLLLyuq6MupQMuW+o9IY2Jsb1ksqj2jErsxY8YgMDAQEyZMwNChQ9G0aVO9MqdPn8Z//vMfrF69GosXL2ZiR0Q2gyNjG5f7+70JAZw+DezZI/WzzMyU1jpVq4HyciXOntXv93bypLQg/Z9/SvPDpacDp07V3Pft6aeDqx2gw0ekVBOjErvTp0/jyy+/xMyZMzFq1Cg8/PDD8PX1hZOTE65du4azZ8/ixo0bePrpp/HTTz8hTPPnLRGRDdD0q1MqgatXgRYtrFsfspz7R53265eArKyYKuZ7A6rq97ZsmX6/N0CaWmToUOC55xTIzEzA5Mm1G6DAhI6qYlRiZ29vj1dffRWvvvoqjhw5gv379yMvLw+3bt1Cx44d8frrr6Nfv35owbsdEdkgNzegbVtphGJ6OtCnj7VrRMZ60DnfkpKkfm+Ojgr07SvN2xYSAvj6AnI5cOVKCP7+d/1+b3//ezCaNAE8PaX54QIDgYgI6WeNvn1jMGQIW9/IvEwePNGtWzd069bNEnUhIqq3wsKY2DU0xsz5BkiPRw8cABYsMDzn2//9XxamTVPAQC8kAArculW7fm8AW9/I/BrUPHZERNYSHg788ANw4oS1a0IaWVnS7+TAAan/2qVLUr83R0fAwUGJixd1+75NnDgJDg5R8PZW4MoV4OJFad9ff8X/phgx3O8tOjq4iqROwol5qT5hYkdEZISOHaXvx49btx6NmVKpxB9/ZKKwMARr1yqwe7fhctevA4b6vqnVKowda7jvm6srMGKEAp6eCfjwQ07MSw0XEzsiIiN07Sp9T08HKioABwfr1qexWb58Jf7xD828b3YAEiCTxSAyEhg0SJq7TaEAmjSRVmnIyQnBsGF2900pIkdoaDDkcqnvm6cn0KWL9Gi9a1fN7zQGr7zCfm/UcDGxIyIyQkAA8NBDwLVr0nJPXbpYu0b13+3bwPnzQGkp4OwsLTQvLRhv/KCGK1eADz5Q4v337z5WBdSQySbhl1+i8Pjjhvft0EGBr77inG/U+DCxIyIygkwmJXNJScCxY0zsqnLhArBmDbBtG5CaCty5o/u+vz/QvPlKnDwptb7Z2dlhxYoETJhwd1DD1atAcjLw738DO3cCd+4YnlLkzh3Dj1U1OOcbNUZGJXaffPKJ0R/46quv1royRET1WdeuUmJ39CgwYYK1a1M/aJbS8vEJx4oVAVi7VjeZa9pUmi6mrAwoLgby8pQA9Cf0Xbw4Ck5O0qCGggLdY4SFheDkSd3HqnK5HMHBwTXWj61v1NgYldh99NFHRn2YTCZjYkdENkvTz+7oUevWo764dzqRWbPmAEgAEIPevYHoaGDgQKnfm0wmlb9yBVi3LhPTpulPKZKVpdv69vDDwPDhwJgx0mPVlSv1H6syYSPSZ1Ril5OTY+l6EBHVe5opPE+ckDro29lZtz6mOnYM2LxZ+l5aKvV3a99eWgmhb1/g8mXjJ/M9f153EXupBW4Stm2LwrBhhvf18ACefTYEcXF2OvPF2dnJsWFDMFq2BNzdpf6M9893z8eqRMZhHzsiIiMFBEjJyZUr0rQnmha8+u7YMWDaNGm+tvv99BPw8ceAs/NK3L59t99bVZP5AkBKChAba3gReze36vu9KRQKJCTot749/zwHNRCZQ60SO6VSie3btyM/Px8VFRU67y1dutQsFSMiqm9kMqBXL2D7dim5MUdiV1ICLFkCJCZKi8W3awc895z0CNLRsfafq1QqcfZsJnbuDMEnnyigVgP29sDTTwP9+gGtWkkjfA8fBrZsUeLKFf1+bw4OUXjiCQWcnaV+bwcPAhs2aBJEw5P5GtPvja1vRJZjcmKXlJSEp556CoGBgTh79iw6dOiA3NxcCCHQhcPEiMjGaRK7gweBqVMf7LMOHJASrT//vLstNxf48UdgwQJg9eraLV92b983zZxvL7wQgyVLpD5v94qJAUaMyMTAgfqjTquazFcuB6KjFWjfPgHx8bXr98bWNyLLMLmHyIwZM/Dmm28iPT0dTk5O2Lx5M86fP48+ffpgxIgRlqgjEVG9EREhfT94UFpjtLb27ZMm1v3zT6mVbs0aadvixYCPD5CTI7WszZ8P5OcrkZycDKVSWePn3r+QPaCGnd0kLFmi1EvqNEJDQ2B3X4dBmUyOoKBg7UTMHh5SfRYuBPLygJUrgTffjEFmZibmz5+PzMzMKh/dElHdMTmxO3PmDMaOHQsAaNKkCW7dugVXV1fMmzcPixcvNnsFiYjqk27dpNUNLl4E8vNr9xnnzwPPPitNARIVJfWBi44GevcGpk8Hzp4Fxo+XEsfZs1fC398fkZGR8Pf3x8qVK6v97G++0V/IXq3WjDo1TNPvTS6XA5AeqX711QpkZSlQXg6oVFICumcPEB8PtG6tuy+X0iKqP0xO7Jo2bartV+fj44Ps7Gzte1ekVZSJiGyWi4u0fBUA/PqrzOT98/KUGDIkGUVFSnTpIk3k6+KiW6Z5c2DVKmnFhfvnfJs0aZLBljshpL56b72l6ft2lzF932JiYpCbm4vk5GTk5ubqtL41tNG/RI2Zyf9ce/bsif379wMAhg4dijfeeAPvvfceXnrpJfTs2dPsFSQiqm/695e+JyWZdgtduXIlAgL8cepUJAB/jBixEk5OVZfv2lV/xQWVSoUzZ3Rb386dA4YNA956C1CrFejZU7f1zZSF7Pv27cvWN6IGzOTEbunSpejRowcAYO7cuejfvz82bdqEtm3b1viIwBw+//xztG3bFk5OTujRowcOHz5cbflvv/0WoaGhcHJyQlhYGHbt2mXxOhKRbRs4UPqemHgBaWnpJvV9u3fet5kzDbe+aYSE6Pd9A+QYOTIYY8dKU5gMHAiEhAA//CA9Iv7sM+Dgwapb34jItpmc2AUGBiI8PByA9Fh2+fLlSEtLw+bNm+Hv72/2Ct5r06ZNiIuLw5w5c3Ds2DF07NgRUVFRuHz5ssHyBw8exIsvvoiYmBgcP34cw4cPx/Dhw3Hy5EmL1pOIbNtf/gLY26/E5cttMXv2LAQHB9f4h21mpn7fN5XKtL5vdnZyuLmtwNWrCvz739L8cz//DKjVUl+91FRgyhRpWha2vhE1TrWeoLiiogKXL1/Wu1H5+fk9cKWqsnTpUsTGxmL8+PEAgOXLl2Pnzp1YtWoV4uPj9cp//PHHGDx4MN566y0AwPz585GYmIjPPvsMy5cvN3iM8vJylJeXa1+XlpYCACorK1FZWWnuU2owNOfemGMAMA4ajT0OFy8qUVmp3/ctMjKyykSqpCQAhuZ98/f3rzaOY8eORWRkJLKzsxEUFARvbwV+/vkOUlNlKC4G/PyAqCg1goKk8nX9K2ns14IG4yBhHCTWPH+ZEKYN2P/jjz8QExODgwcP6mwXQkAmk0GlUpm1ghoVFRVwcXHBd999h+HDh2u3R0dHo7i4GN9//73ePn5+foiLi8O0adO02+bMmYNt27bhxIkTBo/zz3/+E3PnztXbvn79erjc38OZiBql9PR0zJo1S2/7/PnzERYWprddCCA+/glkZGwFMAmACnZ2dpg8eTIGap7rEpHNKCsrw6hRo1BSUoLmzZvX6bFNbrEbP348mjRpgh07dsDHxwcymemjwmrjypUrUKlU8PLy0tnu5eWFs2fPGtynoKDAYPmCgoIqjzNjxgzExcVpX5eWlqJNmzbo168fWrZs+QBn0LBVVlYiMTERAwcOhL29vbWrYzWMg6SxxyE8PBxz5szReWIhl8sxevRogy12GzfKkJHRBC4uL+HnnyNx86bU+mYLj0kb+7WgwThIGAdJUVGR1Y5tcmKXmpqKo0ePIjQ01BL1sTpHR0c4GljHx97evlFfpBqMg4RxkDTWOAQEBCAhIQETJkitbzKZNPI0ICBAr2xZGfDOO9LP8fEyREQEANAv19A11mvhfoyDpLHHwZrnbnJi98gjj1hlvjoPDw/I5XIUFhbqbC8sLIS3t7fBfby9vU0qT0RkrJiYGFy4MABz5uTgkUeC8NJLbQyWW7IEUCqlvnBvvlnHlSSiRsfkUbGLFy/G9OnTsXfvXhQVFaG0tFTny1IcHBzQtWtXJCUlabep1WokJSUhQrPGz30iIiJ0ygNAYmJileWJiEwxYYIv7O2fwKlTbZCcrP9+bq60RBgAvP8+4Oxcp9UjokbI5Ba7AQMGAAD6a2bo/B9LD54AgLi4OERHR6Nbt27o3r07li1bhps3b2pHyY4dOxatW7fGwoULAQCvvfYa+vTpgw8//BB//etfsXHjRhw5cgQJCQkWqyMRNR6ensDAgXnYtSsQc+cCkZF331OpgDFjpEexvXsDzz9vvXoSUeNhcmKXbOjP0jrywgsv4M8//8Ts2bNRUFCATp06Yffu3doBEvn5+TqTefbq1Qvr16/HzJkz8c477yAkJATbtm1Dhw4drHUKRGRjnn02Ez//HIBffpFh9eq7a7zGxQH79wPNmgGrV0tzyxERWZrJiV2fPn0sUQ+jTZ06FVOnTjX43t69e/W2jRgxAiNGjLBwrYiosWrZ8jbefluN+fPlmDgRyMoCTp0CNDMwLV8OBAZat45E1HiYnNilpaUZ3C6TyeDk5AQ/Pz+Do0qJiGzVu++qkZ0tx/r1wIIF0jaZDPjqK2DUKOvWjYgaF5MTu06dOlU7d529vT1eeOEFrFixAk7VrW5NRGQj7OyAtWuBoUOB7dsBDw9gwgSgc2dr14yIGhuTR8Vu3boVISEhSEhIQGpqKlJTU5GQkIB27dph/fr1WLlyJfbs2YOZM2daor5ERPWSXA6MHg1s2gR8/jmTOiKyDpNb7N577z18/PHHiIqK0m4LCwuDQqHArFmzcPjwYTRt2hRvvPEGlixZYtbKEhEREVHVTG6xS09Ph7+/v952f39/pKenA5Ae1166dOnBa0dERERERjM5sQsNDcWiRYtQUVGh3VZZWYlFixZplxm7cOGC3hqtRERERGRZJj+K/fzzz/HUU09BoVAgPDwcgNSKp1KpsGPHDgDAuXPn8I9//MO8NSUiIiKiapmc2PXq1Qs5OTlYt24d/vjjDwDSXHGjRo1Cs2bNAABjxowxby2JiIiIqEYmJ3YA0KxZM7z88svmrgsRERERPQCjErvt27djyJAhsLe3x/bt26st+9RTT5mlYkRERERkGqMSu+HDh6OgoACtWrXC8OHDqywnk8mgUqnMVTciIiIiMoFRiZ1arTb4MxERERHVHyZPd0JERERE9ZPRiV1KSop2OhONtWvXIiAgAK1atcLEiRNRXl5u9goSERERkXGMTuzmzZuHU6dOaV+np6cjJiYGAwYMQHx8PH744QcsXLjQIpUkIiIiopoZndilpqaif//+2tcbN25Ejx498NVXXyEuLg6ffPIJvvnmG4tUkoiIiIhqZnRid+3aNZ1lwvbt24chQ4ZoXz/22GM4f/68eWtHREREREYzOrHz8vJCTk4OAKCiogLHjh1Dz549te9fv34d9vb25q8hERERERnF6MRu6NChiI+Px6+//ooZM2bAxcUFTzzxhPb9tLQ0BAUFWaSSRERERFQzo5cUmz9/Pp555hn06dMHrq6u+Prrr+Hg4KB9f9WqVRg0aJBFKklERERENTM6sfPw8MAvv/yCkpISuLq6Qi6X67z/7bffwtXV1ewVJCIiIiLjmDxBsZubm15SBwAtWrTQacEzt6tXr2L06NFo3rw53N3dERMTgxs3blS7T9++fSGTyXS+Xn75ZYvVkYiIiMiajG6xs7bRo0fj0qVLSExMRGVlJcaPH4+JEydi/fr11e4XGxuLefPmaV+7uLhYuqpEREREVtEgErszZ85g9+7d+P3339GtWzcAwKeffoqhQ4diyZIl8PX1rXJfFxcXeHt711VViYiIiKymQSR2KSkpcHd31yZ1ADBgwADY2dnh0KFDePrpp6vcd926dfjPf/4Db29vPPnkk5g1a1a1rXbl5eU6S6OVlpYCACorK1FZWWmGs2mYNOfemGMAMA4ajIOEcWAMNBgHCeMgseb5N4jErqCgAK1atdLZ1qRJE7Ro0QIFBQVV7jdq1Cj4+/vD19cXaWlpePvtt5GRkYEtW7ZUuc/ChQsxd+5cve3Jycl8jAsgMTHR2lWoFxgHCeMgYRwYAw3GQdLY41BWVma1Y1s1sYuPj8fixYurLXPmzJlaf/7EiRO1P4eFhcHHxwf9+/dHdnZ2lXPuzZgxA3FxcdrXpaWlaNOmDfr164eWLVvWui4NXWVlJRITEzFw4MBGPRE14yBhHCSMA2OgwThIGAdJUVGR1Y5t1cTujTfewLhx46otExgYCG9vb1y+fFln+507d3D16lWT+s/16NEDAJCVlVVlYufo6AhHR0e97fb29o36ItVgHCSMg4RxkDAOjIEG4yBp7HGw5rlbNbHz9PSEp6dnjeUiIiJQXFyMo0ePomvXrgCAPXv2QK1Wa5M1Y6SmpgIAfHx8alVfIiIiovrM5HnsrKF9+/YYPHgwYmNjcfjwYRw4cABTp07FyJEjtSNiL1y4gNDQUBw+fBgAkJ2djfnz5+Po0aPIzc3F9u3bMXbsWPTu3Rvh4eHWPB0iIiIii2gQiR0gjW4NDQ1F//79MXToUDz++ONISEjQvl9ZWYmMjAxth0UHBwf8/PPPGDRoEEJDQ/HGG2/g2WefxQ8//GCtUyAiIiKyqAYxKhaQVraobjLitm3bQgihfd2mTRvs27evLqpGREREVC80mBY7IiIiIqoeEzsiIiIiG8HEjoiIiMhGMLEjIiIishFM7IiIiIhsBBM7IiIiIhvBxI6IiIjIRjCxIyIiIrIRTOyIiIiIbAQTOyIiIiIbwcSOiIiIyEYwsSMiIiKyEUzsiIiIiGwEEzsiIiIiG8HEjoiIiMhGMLEjIiIishFM7IiIiIhsBBM7IiIiIhvBxI6IiIjIRjCxIyIiIrIRTOyIiIiIbESDSezee+899OrVCy4uLnB3dzdqHyEEZs+eDR8fHzg7O2PAgAHIzMy0bEWJiIiIrKTBJHYVFRUYMWIEJk+ebPQ+77//Pj755BMsX74chw4dQtOmTREVFYXbt29bsKZERERE1tHE2hUw1ty5cwEAa9asMaq8EALLli3DzJkzMWzYMADA2rVr4eXlhW3btmHkyJGWqioRERGRVTSYxM5UOTk5KCgowIABA7Tb3Nzc0KNHD6SkpFSZ2JWXl6O8vFz7urS0FABQWVmJyspKy1a6HtOce2OOAcA4aDAOEsaBMdBgHCSMg8Sa52+ziV1BQQEAwMvLS2e7l5eX9j1DFi5cqG0dvFdycjJcXFzMW8kGKDEx0dpVqBcYBwnjIGEcGAMNxkHS2ONQVlZmtWNbNbGLj4/H4sWLqy1z5swZhIaG1lGNgBkzZiAuLk77urS0FG3atEG/fv3QsmXLOqtHfVNZWYnExEQMHDgQ9vb21q6O1TAOEsZBwjgwBhqMg4RxkBQVFVnt2FZN7N544w2MGzeu2jKBgYG1+mxvb28AQGFhIXx8fLTbCwsL0alTpyr3c3R0hKOjo952e3v7Rn2RajAOEsZBwjhIGAfGQINxkDT2OFjz3K2a2Hl6esLT09Minx0QEABvb28kJSVpE7nS0lIcOnTIpJG1RERERA1Fg5nuJD8/H6mpqcjPz4dKpUJqaipSU1Nx48YNbZnQ0FBs3boVACCTyTBt2jT83//9H7Zv34709HSMHTsWvr6+GD58uJXOgoiIiMhyGszgidmzZ+Prr7/Wvu7cuTMAaVBD3759AQAZGRkoKSnRlpk+fTpu3ryJiRMnori4GI8//jh2794NJyenOq07ERERUV1oMIndmjVrapzDTgih81omk2HevHmYN29erY+r+czr16836v4ClZWVKCsrQ2lpKePAODAO/8M4MAYajIOEcZBcv34dgH5eUhcaTGJnLZqRLQEBAVauCRERETUkRUVFcHNzq9NjMrGrQYsWLQBIffzq+pdTn2imfTl//jyaN29u7epYDeMgYRwkjANjoME4SBgHSUlJCfz8/LQ5RF1iYlcDOztpfImbm1ujvkg1mjdvzjiAcdBgHCSMA2OgwThIGAeJJoeo02PW+RGJiIiIyCKY2BERERHZCCZ2NXB0dMScOXMMrkbRmDAOEsZBwjhIGAfGQINxkDAOEmvGQSasMRaXiIiIiMyOLXZERERENoKJHREREZGNYGJHREREZCOY2BERERHZCJtP7D7//HO0bdsWTk5O6NGjBw4fPlxl2crKSsybNw9BQUFwcnJCx44dsXv3bp0yKpUKs2bNQkBAAJydnREUFIT58+frrAcnhMDs2bPh4+MDZ2dnDBgwAJmZmRY7R2NYIw7jxo2DTCbT+Ro8eLDFztEY5o7D9evXMW3aNPj7+8PZ2Rm9evXC77//rlOmMVwPxsShPl0Pv/zyC5588kn4+vpCJpNh27ZtNe6zd+9edOnSBY6OjggODja4dnVNcb19+zamTJmCli1bwtXVFc8++ywKCwvNdFams1Yc+vbtq3ctvPzyy2Y6K9NZIg7GfGZ9uzdYKw716d4AWCYOCxcuxGOPPYZmzZqhVatWGD58ODIyMnTKmO3+IGzYxo0bhYODg1i1apU4deqUiI2NFe7u7qKwsNBg+enTpwtfX1+xc+dOkZ2dLb744gvh5OQkjh07pi3z3nvviZYtW4odO3aInJwc8e233wpXV1fx8ccfa8ssWrRIuLm5iW3btokTJ06Ip556SgQEBIhbt25Z/JwNsVYcoqOjxeDBg8WlS5e0X1evXrX4+VbFEnF4/vnnxSOPPCL27dsnMjMzxZw5c0Tz5s2FUqnUlmkM14MxcahP18OuXbvEu+++K7Zs2SIAiK1bt1Zb/ty5c8LFxUXExcWJ06dPi08//VTI5XKxe/dubRlj4vryyy+LNm3aiKSkJHHkyBHRs2dP0atXL0udZo2sFYc+ffqI2NhYnWuhpKTEUqdZI0vEwZjPrG/3BmvFoT7dG4SwTByioqLE6tWrxcmTJ0VqaqoYOnSo8PPzEzdu3NCWMdf9waYTu+7du4spU6ZoX6tUKuHr6ysWLlxosLyPj4/47LPPdLY988wzYvTo0drXf/3rX8VLL71UZRm1Wi28vb3FBx98oH2/uLhYODo6ig0bNjzwOdWGNeIghPSPddiwYWY4A/MwdxzKysqEXC4XO3bs0CnTpUsX8e677wohGsf1YEwchKh/14OGMTfu6dOni0cffVRn2wsvvCCioqK0r2uKa3FxsbC3txfffvuttsyZM2cEAJGSkmKGM3kwdRUHIaTE7rXXXjNLvc3NXHGo6TPr473hXnUVByHq771BCMvEQQghLl++LACIffv2CSHMe3+w2UexFRUVOHr0KAYMGKDdZmdnhwEDBiAlJcXgPuXl5XByctLZ5uzsjP3792tf9+rVC0lJSfjjjz8AACdOnMD+/fsxZMgQAEBOTg4KCgp0juvm5oYePXpUeVxLslYcNPbu3YtWrVqhXbt2mDx5MoqKisx1aiaxRBzu3LkDlUpVbZnGcD0YEweN+nI9mColJUUnZgAQFRWljZkxcT169CgqKyt1yoSGhsLPz88q10JtmCMOGuvWrYOHhwc6dOiAGTNmoKyszPInYCY1xcEY9e3eUBvmiINGQ703ALWLQ0lJCQCgRYsWAMx7f2hiUukG5MqVK1CpVPDy8tLZ7uXlhbNnzxrcJyoqCkuXLkXv3r0RFBSEpKQkbNmyBSqVSlsmPj4epaWlCA0NhVwuh0qlwnvvvYfRo0cDAAoKCrTHuf+4mvfqkrXiAACDBw/GM888g4CAAGRnZ+Odd97BkCFDkJKSArlcbpkTroIl4tCsWTNERERg/vz5aN++Pby8vLBhwwakpKQgODgYQOO4HoyJA1C/rgdTFRQUGIxZaWkpbt26hWvXrtUY14KCAjg4OMDd3V2vjDWuhdowRxwAYNSoUfD394evry/S0tLw9ttvIyMjA1u2bKmT83hQNcXB2dnZqM/Q7Hf/59jK9WBMHICGfW8ATI+DWq3GtGnT8Je//AUdOnTQfoa57g82m9jVxscff4zY2FiEhoZCJpMhKCgI48ePx6pVq7RlvvnmG6xbtw7r16/Ho48+itTUVEybNg2+vr6Ijo62Yu3Nx1xxGDlypLZ8WFgYwsPDERQUhL1796J///51fl6mMiYO//73v/HSSy+hdevWkMvl6NKlC1588UUcPXrUijU3L3PFoaFfD2Q+EydO1P4cFhYGHx8f9O/fH9nZ2QgKCrJizcgaGtu9YcqUKTh58qTeEw1zsdlHsR4eHpDL5XojSgoLC+Ht7W1wH09PT2zbtg03b95EXl4ezp49C1dXVwQGBmrLvPXWW4iPj8fIkSMRFhaGMWPG4PXXX8fChQsBQPvZphzXkqwVB0MCAwPh4eGBrKws85ycCSwVh6CgIOzbtw83btzA+fPncfjwYVRWVmrLNJbroaY4GGLN68FU3t7eBmPWvHlzODs7GxVXb29vVFRUoLi4uMoy9Z054mBIjx49AKBBXAtAzXEw9jM0+93/ObZyPdRWQ7o3AKbFYerUqdixYweSk5OhUCh0PsNc9webTewcHBzQtWtXJCUlabep1WokJSUhIiKi2n2dnJzQunVr3LlzB5s3b8awYcO075WVlcHOTjdscrkcarUaABAQEABvb2+d45aWluLQoUM1HtcSrBUHQ5RKJYqKiuDj41PLs6k9S8VBo2nTpvDx8cG1a9fw448/ass0lutBo6o4GGLN68FUEREROjEDgMTERG3MjIlr165dYW9vr1MmIyMD+fn5VrkWasMccTAkNTUVABrEtQDUHAdj1Ld7Q22YIw6GNKR7A2BcHIQQmDp1KrZu3Yo9e/YgICBAp7xZ7w8mDbVoYDZu3CgcHR3FmjVrxOnTp8XEiROFu7u7KCgoEEIIMWbMGBEfH68t/9tvv4nNmzeL7Oxs8csvv4jIyEgREBAgrl27pi0THR0tWrdurZ3mY8uWLcLDw0NMnz5dW2bRokXC3d1dfP/99yItLU0MGzbM6tNb1HUcrl+/Lt58802RkpIicnJyxM8//yy6dOkiQkJCxO3bt+v0/DUsEYfdu3eL//73v+LcuXPip59+Eh07dhQ9evQQFRUV2jKN4XqoKQ717Xq4fv26OH78uDh+/LgAIJYuXSqOHz8u8vLyhBBCxMfHizFjxmjLa6YzeOutt8SZM2fE559/bnCaj+riKoQ0nYGfn5/Ys2ePOHLkiIiIiBARERF1d+L3sUYcsrKyxLx588SRI0dETk6O+P7770VgYKDo3bt33Z78PSwRh5o+U4j6d2+wRhzq273BmDrXJg6TJ08Wbm5uYu/evTrTupSVlWnLmOv+YNOJnRBCfPrpp8LPz084ODiI7t27i99++037Xp8+fUR0dLT29d69e0X79u2Fo6OjaNmypRgzZoy4cOGCzueVlpaK1157Tfj5+QknJycRGBgo3n33XVFeXq4to1arxaxZs4SXl5dwdHQU/fv3FxkZGRY/1+rUdRzKysrEoEGDhKenp7C3txf+/v4iNjZW5z85azB3HDZt2iQCAwOFg4OD8Pb2FlOmTBHFxcU6ZRrD9VBTHOrb9ZCcnCwA6H1pzjs6Olr06dNHb59OnToJBwcHERgYKFavXq33udXFVQghbt26Jf7xj3+Ihx56SLi4uIinn35aXLp0yUJnWTNrxCE/P1/07t1btGjRQjg6Oorg4GDx1ltvWXUeO0vEoabPFKL+3RusEYf6dm8wps61iYOhzwOgU85c9wfZ/w5IRERERA2czfaxIyIiImpsmNgRERER2QgmdkREREQ2gokdERERkY1gYkdERERkI5jYEREREdkIJnZERERENoKJHREREZGNYGJHRI3KuHHjMHz4cKsdf8yYMViwYIFRZUeOHIkPP/zQwjUiIlvClSeIyGbIZLJq358zZw5ef/11CCHg7u5eN5W6x4kTJxAZGYm8vDy4urrWWP7kyZPo3bs3cnJy4ObmVgc1JKKGjokdEdmMgoIC7c+bNm3C7NmzkZGRod3m6upqVEJlKRMmTECTJk2wfPlyo/d57LHHMG7cOEyZMsWCNSMiW8FHsURkM7y9vbVfbm5ukMlkOttcXV31HsX27dsXr7zyCqZNm4aHHnoIXl5e+Oqrr3Dz5k2MHz8ezZo1Q3BwMP773//qHOvkyZMYMmQIXF1d4eXlhTFjxuDKlStV1k2lUuG7777Dk08+qbP9iy++QEhICJycnODl5YXnnntO5/0nn3wSGzdufPDgEFGjwMSOiBq9r7/+Gh4eHjh8+DBeeeUVTJ48GSNGjECvXr1w7NgxDBo0CGPGjEFZWRkAoLi4GJGRkejcuTOOHDmC3bt3o7CwEM8//3yVx0hLS0NJSQm6deum3XbkyBG8+uqrmDdvHjIyMrB792707t1bZ7/u3bvj8OHDKC8vt8zJE5FNYWJHRI1ex44dMXPmTISEhGDGjBlwcnKCh4cHYmNjERISgtmzZ6OoqAhpaWkAgM8++wydO3fGggULEBoais6dO2PVqlVITk7GH3/8YfAYeXl5kMvlaNWqlXZbfn4+mjZtir/97W/w9/dH586d8eqrr+rs5+vri4qKCp3HzEREVWFiR0SNXnh4uPZnuVyOli1bIiwsTLvNy8sLAHD58mUA0iCI5ORkbZ89V1dXhIaGAgCys7MNHuPWrVtwdHTUGeAxcOBA+Pv7IzAwEGPGjMG6deu0rYIazs7OAKC3nYjIECZ2RNTo2dvb67yWyWQ62zTJmFqtBgDcuHEDTz75JFJTU3W+MjMz9R6lanh4eKCsrAwVFRXabc2aNcOxY8ewYcMG+Pj4YPbs2ejYsSOKi4u1Za5evQoA8PT0NMu5EpFtY2JHRGSiLl264NSpU2jbti2Cg4N1vpo2bWpwn06dOgEATp8+rbO9SZMmGDBgAN5//32kpaUhNzcXe/bs0b5/8uRJKBQKeHh4WOx8iMh2MLEjIjLRlClTcPXqVbz44ov4/fffkZ2djR9//BHjx4+HSqUyuI+npye6dOmC/fv3a7ft2LEDn3zyCVJTU5GXl4e1a9dCrVajXbt22jK//vorBg0aZPFzIiLbwMSOiMhEvr6+OHDgAFQqFQYNGoSwsDBMmzYN7u7usLOr+rY6YcIErFu3Tvva3d0dW7ZsQWRkJNq3b4/ly5djw4YNePTRRwEAt2/fxrZt2xAbG2vxcyIi28AJiomI6sitW7fQrl07bNq0CRERETWW//LLL7F161b89NNPdVA7IrIFbLEjIqojzs7OWLt2bbUTGd/L3t4en376qYVrRUS2hC12RERERDaCLXZERERENoKJHREREZGNYGJHREREZCOY2BERERHZCCZ2RERERDaCiR0RERGRjWBiR0RERGQjmNgRERER2QgmdkREREQ24v8BMpacHGPD+ycAAAAASUVORK5CYII=\n", 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\n", 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HffTRR94uDQBOKTu/9GePy05wJgC0jsCZ5QsArSz76NBr2NEFE9kMxQKwGMEOAJrJDHLnd02q9xgArEKwA4BmModeL+6WKptNOlTuVFFZtcVVAQhmBDsAaCazh+6cM+J1RkJkvWMAYAWCHQA0Q0mlU/lHam9N2LlttLq0jZHUcEEFALQmgh0ANMOug7XDsG1jwxUXEarObWs3JqbHDoCVCHYA0Axmz1yXo4HO02N3kC1PAFiHYAcAzWD2zJmBri7Y0WMHwDoEOwBohgbBLqW2525fUbkqj7kbBQC0JoIdADSDOeTaJaU22LWNCVdsRIjchrS3sNzK0gAEMYIdADRRjcutvYVHg93ROXY2m43hWACWI9gBQBPtO1Qhp8tQRKhd7eIjPcfNYLeLYAfAIgQ7AGgic0Vs5+QY2e02z3Fznh0rYwFYhWAHAE3kWThxdH6diaFYAFYj2AFAE9WtiI2ud/zYu08YhtHqdQEAwQ4AmsizIrZt/R67jklRCrHbVFbtUl5JlRWlAQhyBDsAaALDMLQzv/4edqZQh10ZSVGSGI4FYA2CHQA0QVFZtYornLLZpMzk6AbPM88OgJUIdgDQBOYw7BkJkYoMczR4/th5dgDQ2gh2ANAEZk9c558Nw5o6t2XLEwDWIdgBQBNk5x9/RayJoVgAViLYAUAT1G11cvweOzPwHSiuVGlVTavVBQASwQ4AmuREW52YEqLClBwTJknazXAsgFZGsAOARqp0urTvULmkutuHHU9nhmMBWIRgBwCNtKewTIYhxUaEqG1M+AnPY54dAKsQ7ACgkbLz64ZhbTbbCc/r4lkZS7AD0LoIdgDQSLtOsXDC1CUl5uj5zLED0LoIdgDQSJ4VsSeZXydJXY8Gv10FZXK5jRavCwBMBDsAaKRTrYg1tUuIVHiIXdU1bu0/VNEapQGAJIIdADSKYRin3MPO5LDbPPeRZZ4dgNZEsAOARsgtqVR5tUshdps6JkWd8nxznh3BDkBrItgBQCOYK2IzkqIU6jj1r062PAFgBYIdADRCY4dhTZ4tT/JZGQug9RDsAKARmh7s6LED0PoIdgDQCGZA69z25FudmMzFE4Vl1TpUVt1idQHAsQh2ANAIx951ojGiw0PULj5CkrSrgF47AK2DYAcAp1BaVaPckkpJdXPnGsOzMpZ5dgBaCcEOAE7BvJVYckyYEqLCGv065tkBaG0EOwA4hbr5dY0bhjV5VsYS7AC0EoIdAJxCU+fXmep67BiKBdA6CHYAcArm4oemzK+T6ubY5RSVq7rG7fW6AODnCHYAcAqeHruUpvXYpcSGKyY8RC63oZwieu0AtDyCHQCchMttaHdBbSjr2sShWJvN5unl28nKWACtgGAHACfx46FyVbvcCg+xq11CZJNfz8pYAK2JYAcAJ2EGsszkaDnstia/3rOXHcEOQCsg2AHASTR3fp2pbssThmIBtDyCHQCchNnT1tStTkzm3ne78ktlGIbX6gKA4yHYAcBJ1AW7pm11YuqYFCW7TTpSVaODR6q8WRoANECwA4CTMIdQm9tjFx7iUEZilCRpJ/PsALQwgh0AnEBRWbWKyqol1S6eaC7uQAGgtRDsAOAEdh3tYWsXH6Ho8JBmX8ezMjafHjsALYtgBwAn4Jlf18wVsaa6lbEEOwAti2AHACdwuvPrTObrdzEUC6CFEewA4ATModPmrog1mcFu/+EKlVfXnHZdAHAiBDsAOIFdBd7psWsTHabE6DBJ8tx3FgBaAsEOAI6jqsalnKJySac/x07iDhQAWgfBDgCOI6ewXC63oZjwEKXEhp/29TxbnrAyFkALItgBwHEce8cJm8122ter28uOYAeg5RDsAOA4vLUi1tQlhaFYAC3Pp4Ldo48+KpvNpunTp3uOVVZWasqUKUpKSlJMTIzGjh2rvLy8eq/LycnRmDFjFBUVpZSUFN15552qqWHlGYDm86yI9cL8OunYLU9K5XYbXrkmAPyczwS7DRs26MUXX1SvXr3qHb/99tv1wQcf6O2339aKFSv0008/6corr/Q873K5NGbMGFVXV2vNmjV69dVXtWjRIs2cObO1PwKAAHLsUKw3tG8TpTCHXVU1bu0/XOGVawLAz/lEsCstLdW4ceP08ssvq02bNp7jxcXFeuWVV/TEE09o6NCh6tevnxYuXKg1a9Zo3bp1kqRPP/1U27Zt09///nf17t1bo0aN0kMPPaT58+erurraqo8EwI8ZhuH1oViH3aZOyVGSmGcHoOX4RLCbMmWKxowZo2HDhtU7vmnTJjmdznrHzz77bGVkZGjt2rWSpLVr16pnz55KTU31nDNy5EiVlJRo69atrfMBAASU/CNVKq2qkcNuU0ZSlNeuW7eAgnl2AFpG8+9q7SVvvvmmvv76a23YsKHBc7m5uQoLC1NCQkK946mpqcrNzfWcc2yoM583nzueqqoqVVVVeR6XlJRIkpxOp5xOZ7M/C1qP2U60l//wpzbbfuCwJKl9QqTshltOp9sr1+2UFClJ+iGvxC++D/7UZqhFm/kfb7eVpcFu3759mjZtmpYuXaqIiIhWe9+5c+dq9uzZDY4vX75cUVHe++scLW/p0qVWl4Am8oc2W5Vrk+RQjFGqjz76yGvXPXKw9robt+/TRx/t8dp1W5o/tBnqo838R3l5uVevZ2mw27Rpk/Lz89W3b1/PMZfLpZUrV+q5557TkiVLVF1drcOHD9frtcvLy1NaWpokKS0tTV999VW965qrZs1zfu6ee+7RjBkzPI9LSkrUoUMHDRkyRElJSd76eGhBTqdTS5cu1fDhwxUaGmp1OWgEf2qzjf/+Xtqdo0HdMzX6krO8dt0O+4v1953rddgdrtGjB3vtui3Fn9oMtWgz/1NYWOjV61ka7C6++GJ9++239Y5NmjRJZ599tu666y516NBBoaGhWrZsmcaOHStJ2r59u3JycpSVlSVJysrK0pw5c5Sfn6+UlBRJtX+pxMXFqXv37sd93/DwcIWHN9xJPjQ0lB8EP0Ob+R9/aLM9hbV/Qf8iLc6rtf4iPUGSVFBarXKnFB/l298Hkz+0GeqjzfyHt9vJ0mAXGxurc845p96x6OhoJSUleY5PnjxZM2bMUGJiouLi4nTbbbcpKytLgwYNkiSNGDFC3bt31/jx4zVv3jzl5ubqvvvu05QpU44b3gDgVDx72HlpRawpJjxEaXERyi2pVHZBqfpmtDn1iwCgCXxiVezJPPnkk7r00ks1duxYXXjhhUpLS9M///lPz/MOh0MffvihHA6HsrKydP3112vChAl68MEHLawagL8qr67RT8WVkrwf7KS6O1DsYmUsgBZg+arYn/viiy/qPY6IiND8+fM1f/78E76mY8eOXp3gDCB4mYErMTpMbaLDvH79Lm1jtHpnIXvZAWgRPt9jBwCtydt3nPg5z152+QQ7AN5HsAOAY3j7jhM/V7dJMcEOgPcR7ADgGHU9di0U7I7OsdtbWC6nyzsbHwOAiWAHAMfwrIhNaZmh2LS4CEWFOVTjNpRT5N2NSQGAYAcAR7nchnYXtOxQrM1mU+ej8/eYZwfA2wh2AHDUT4crVFXjVpjDrvZtWu72gnXz7NjyBIB3EewA4KidR+fXZSZHy2G3tdj7sIACQEsh2AHAUebQaOcW2urERLAD0FIIdgBwVEtvdWIyF2Zk55fKMIwWfS8AwYVgBwBHebY6aaEVsaZOSdGy2aSSyhoVlFa36HsBCC4EOwA4alcL72Fnigh1qMPRxRkMxwLwJoIdAEg6XF7t6T3r3MLBTqq7ZRnBDoA3EewAQHXz69LiIhQTHtLi71d3z1i2PAHgPQQ7ANAxw7AtPL/O1CWlNtjtKqDHDoD3EOwAQK23ItbElicAWgLBDgB0zIrYVgt2tT2DPx6qUKXT1SrvCSDwEewAQK0f7BKjw5QQFSrDkOf+tABwugh2AIKe0+VWTmG5pNabY2ez2RiOBeB1BDsAQW9vYblq3IaiwhxKi4totfftnGzegYIeOwDeQbADEPSOHYa12Wyt9r7mylh67AB4C8EOQNCrC3atMwxrYigWgLcR7AAEPXMotLUWTpjMILnrYJncbqNV3xtAYCLYAQh6Zo9Za9xK7FgdEqMU6rCpwunSgZLKVn1vAIGJYAcgqBmGUTcU20orYk2hDrs6JpkLKBiOBXD6CHYAgtrB0iodqayRzSZ1SmrdYCfVDccyzw6ANxDsAAQ1c35dhzZRigh1tPr7s4ACgDcR7AAENatWxJo8wY697AB4AcEOQFDbddCaFbEmcy+7XQX02AE4fQQ7AEGtbuGENcGu89GewrySKh2pdFpSA4DAQbADENSOveuEFeIiQpUSGy6prvcQAJqLYAcgaFVUu7T/cIUk6+bY1b43CygAeAfBDkDQ2l1QJsOQEqJClRgdZlkd5v55BDsAp4tgByBoHTsMa7PZLKujczIrYwF4B8EOQNCyeqsTk7lwgx47AKeLYAcgaGVbvNWJyQyWewrLVONyW1oLAP9GsAMQtMz7s1od7NrFRyoi1C6ny9C+QxWW1gLAvxHsAAQlt9vwbArc2eKhWLvddsw8O4ZjATQfwQ5AUPqpuEKVTrdCHTZ1SIyyuhzm2QHwCoIdgKBkzq/rmBStUIf1vwrNeXYEOwCnw/rfZgBggbr5ddYOw5rqNilmyxMAzUewAxCUrL6V2M9x9wkA3kCwAxCUdvnIViemzORo2WzS4XKnisqqrS4HgJ8i2AEISp4euxTfCHaRYQ6dkRApiV47AM1HsAMQdEoqnco/UiXJ+q1OjuUZjmXLEwDNRLADEHTMYdiU2HDFRYRaXE0d5tkBOF0EOwBBx1fuOPFzXVLMLU9YGQugeQh2AIJO3fw63xmGlVR39wl67AA0E8EOQNDxta1OTGbQ3FdUrkqny+JqAPgjgh2AoJPtY1udmNrGhCs2IkRuQ9pbWG51OQD8EMEOQFBxutzaW3g02PnIVicmm83GAgoApyWkOS/avXu3Vq1apb1796q8vFxt27ZVnz59lJWVpYiICG/XCABes6+oXE6XochQh9LjfO/3VZe2Mdq87zBbngBoliYFu9dee01PP/20Nm7cqNTUVLVr106RkZEqKipSdna2IiIiNG7cON11113q2LFjS9UMAM1mDsNmJkfLbrdZXE1DdStjCXYAmq7Rwa5Pnz4KCwvTDTfcoHfeeUcdOnSo93xVVZXWrl2rN998U/3799fzzz+vq6++2usFA8Dp8LU7Tvxc3VAsW54AaLpGB7tHH31UI0eOPOHz4eHhGjx4sAYPHqw5c+Zoz5493qgPALyqbg8739rqxHTsHDvDMGSz+V6vIgDf1ehgd7JQ93NJSUlKSkpqVkEA0JJ8dasTU8ekKIXYbSqvdim3pFLp8ZFWlwTAj5z2qtgxY8bowIED3qgFAFqUYRg+u9WJKdRhV0ZSlKS6W58BQGOddrBbuXKlKioqvFELALSoorJqFVc4ZbPVLp7wVWx5AqC52McOQNAwe+vOSIhUZJjD4mpOzBPs2PIEQBOddrDr2LGjQkNDvVELALQoX59fZzIXdrAyFkBTnXaw27JlS4OtTxrrhRdeUK9evRQXF6e4uDhlZWXp448/9jxfWVmpKVOmKCkpSTExMRo7dqzy8vLqXSMnJ0djxoxRVFSUUlJSdOedd6qmpua0PhOAwFS3Ita3g11nhmIBNFOjg11OTk6TLrx///5TntO+fXs9+uij2rRpkzZu3KihQ4fq8ssv19atWyVJt99+uz744AO9/fbbWrFihX766SddeeWVnte7XC6NGTNG1dXVWrNmjV599VUtWrRIM2fObFKtAIJD3R52vju/TqrrsTtQXKnSKv5QBdB4jQ52AwYM0M0336wNGzac8Jzi4mK9/PLLOuecc/TOO++c8pqXXXaZRo8erTPPPFO/+MUvNGfOHMXExGjdunUqLi7WK6+8oieeeEJDhw5Vv379tHDhQq1Zs0br1q2TJH366afatm2b/v73v6t3794aNWqUHnroIc2fP1/V1dWN/WgAgoSvr4g1JUSFKTkmTJK0m+FYAE3Q6H3stm3bpjlz5mj48OGKiIhQv3791K5dO0VEROjQoUPatm2btm7dqr59+2revHkaPXp0kwpxuVx6++23VVZWpqysLG3atElOp1PDhg3znHP22WcrIyNDa9eu1aBBg7R27Vr17NlTqampnnNGjhypW2+9VVu3blWfPn2aVAOAwFXpdGnfoXJJvh/spNrh2ILSImUfLFXP9vFWlwPATzQ62CUlJemJJ57QnDlz9O9//1tffvml9u7dq4qKCiUnJ2vcuHEaOXKkzjnnnCYV8O233yorK0uVlZWKiYnRu+++q+7du2vz5s0KCwtTQkJCvfNTU1OVm5srScrNza0X6sznzedOpKqqSlVVVZ7HJSUlkiSn0ymn09mk+mENs51oL/9hdZvtzD0iw5DiIkIUH27z+f92MpOi9NXuIu3ILZHTmWJJDVa3GZqONvM/3m6rRgc7U2RkpK666ipdddVVXingrLPO0ubNm1VcXKx//OMfmjhxolasWOGVa5/I3LlzNXv27AbHly9frqioqBZ9b3jX0qVLrS4BTWRVm31TaJPkUGKIs94iLV9VdbC23jXf7tRZ1TssrYWfM/9Dm/mP8vJyr16vycHO28LCwtS1a1dJUr9+/bRhwwY9/fTTuuaaa1RdXa3Dhw/X67XLy8tTWlqaJCktLU1fffVVveuZq2bNc47nnnvu0YwZMzyPS0pK1KFDBw0ZMoRbofkJp9OppUuXavjw4Wy34yesbrNdy7OlHdnqc+YZGj26aSMLVojecVDv/e0blYfEafToX1pSg9VthqajzfxPYWGhV69nebD7ObfbraqqKvXr10+hoaFatmyZxo4dK0navn27cnJylJWVJUnKysrSnDlzlJ+fr5SU2qGKpUuXKi4uTt27dz/he4SHhys8PLzB8dDQUH4Q/Axt5n+sarM9RbV3yDkzNdYv/ps5Kz1BkrSnsFx2R4gcdptltfBz5n9oM//h7XayNNjdc889GjVqlDIyMnTkyBG9/vrr+uKLL7RkyRLFx8dr8uTJmjFjhhITExUXF6fbbrtNWVlZGjRokCRpxIgR6t69u8aPH6958+YpNzdX9913n6ZMmXLc4AYgePnL5sSmdgmRCg+xq6rGrR8Platjkm9v0QLAN1ga7PLz8zVhwgQdOHBA8fHx6tWrl5YsWaLhw4dLkp588knZ7XaNHTtWVVVVGjlypJ5//nnP6x0Ohz788EPdeuutysrKUnR0tCZOnKgHH3zQqo8EwAe53Yay8/1jqxOTw25TZnK0vs89ouyDpQQ7AI1iabB75ZVXTvp8RESE5s+fr/nz55/wnI4dO+qjjz7ydmkAAkhuSaUqnC6F2G3qmOQ/C6S6pMTUBrv8Mg092+pqAPiD076lGAD4ul1HN/nNSIpSqMN/fu2ZvYu7Cri1GIDGaXSPXWZmpmy2pk/enT59uv7whz80+XUA4C3+Nr/OZN5azBxGBoBTaXSwW7RoUbPeoFOnTs16HQB4i/8Gu9p6zfoB4FQaHewuuuiilqwDAFpMXbDzrwUInY/WW1hWrUNl1WoTHWZxRQB8XZMmmzgcDuXn57dULQDQIjwrYlP8q8cuKixE7eIjJDHPDkDjNCnYGYbRUnUAQIsorapRbkmlJKlLsn8FO6kujDLPDkBj+M/yMABohl1Hh2GTY8IVH+V/O/Ezzw5AUzR5H7u//OUviok5+V+9rIIF4Cv8dX6dybMylmAHoBGaHOwWLFggh8NxwudtNhvBDoDP8Nf5daa6HjuGYgGcWpOD3caNG5WSktIStQCA15k9XZ2T/bTH7mggzSkqV1WNS+EhJ/7DGgCaNMeuORsUA4CVPEOxftpjlxIbrpjwELnchnIKy60uB4CPY1UsgIBV43JrT0FtGOrqZ5sTm2w2G/PsADRak4LdAw88cMqFEwDgK348VKFql1vhIXa1S4i0upxmY54dgMZqUrB75ZVXVFFR4Xn83HPPqaSkxOtFAYA3mD1cmcnRctj9dypJ3V529NgBOLkmBbsff/xRLpfL8/jee+9VQUGB14sCAG/YddC/V8SaPEOxBfTYATi509qgmDl3AHxZ3R52/h7sauvflV/K710AJ8WdJwAELH/fnNiUkRQlh92mI1U1OnikyupyAPiw07rzRE1NjRYtWqTk5OR657BBMQBfYC428Pceu/AQhzq0idSewnLtPFiqlLgIq0sC4KOaFOwyMjL08ssvex6npaXpb3/7W71zuPMEAF9QVFatorJqSVJnP++xk2rD6Z7CcmUfLNMvuySf+gUAglKTgt2ePXtaqAwA8K5dR4dhz0iIVFRYkwcnfE6XlBgt+z6flbEAToo5dgACkudWYgHQWyeJTYoBNEqTgl1GRoYKCws9j9nHDoCvCpT5dSbPylg2KQZwEuxjByAgmUOW/r6HnckMdvsPV6i8usbiagD4KvaxAxCQAmWrE1Ob6DAlRodJotcOwIkxxw5AwKmqcSmnqFxS4AzFSsyzA3Bq7GMHIODsLSyX25BiwkOUEhtudTle06VtjDbsOeSZPwgAP8c+dgACjmd+Xdto2Ww2i6vxHrP3kR47ACfCPnYAAk6g3CP257qkHB2KZS87ACfAHDsAAcdcXBAoK2JNZlDdXVAmt5vFawAaItgBCDiBtiLW1L5NlMIcdlXVuLX/cIXV5QDwQQQ7AAHFMIyA25zY5LDblJnMylgAJ0awAxBQ8o9UqbSqRg67TRlJUVaX43WdPVuesDIWQEMEOwABxVxYkJEYpfAQh8XVeB8rYwGcTKNXxTblnrBxcXHNKgYATlegzq8zsTIWwMk0OtglJCSccj8owzBks9nq3U8WAFpToM6vM9X12DEUC6ChRge75cuXt2QdAOAVgbqHnanz0c9VUFql4nKn4qNCLa4IgC9pdLC76KKLWrIOAPAKz10nUgJzKDYmPERpcRHKLalUdkGp+ma0sbokAD6kyfeKPVZ5eblycnJUXV1d73ivXr1OqygAaI6yqhr9VFwpSeqcHJg9dlJtaM0tqVR2PsEOQH3NCnYHDx7UpEmT9PHHHx/3eebYAbDC7oLaeWeJ0WFqEx1mcTUtp0vbGK3eWcg8OwANNGu7k+nTp+vw4cNav369IiMj9cknn+jVV1/VmWeeqX/961/erhEAGiXQV8Sa2PIEwIk0q8fu888/1/vvv6/+/fvLbrerY8eOGj58uOLi4jR37lyNGTPG23UCwCl55tcF6MIJE8EOwIk0q8eurKxMKSkpkqQ2bdro4MGDkqSePXvq66+/9l51ANAEgb7ViclcGJJTWC6ny21xNQB8SbOC3VlnnaXt27dLks4991y9+OKL2r9/vxYsWKD09HSvFggAjeUZig3QFbGmtLgIRYU5VOM2lFNUbnU5AHxIs4Zip02bpgMHDkiSHnjgAV1yySV67bXXFBYWpkWLFnmzPgBoFJfb8CyeCPQeO5vNpi5tY/Tt/mJl55cG/OcF0HjNCnbXX3+959/9+vXT3r179f333ysjI0PJycleKw4AGuunwxWqqnErzGFX+zZRVpfT4rq0ja4NdqyMBXCM09rHzhQVFaW+fft641IA0Cw7jw7DZiZHy2E/+e0PA0FnFlAAOI5mBTuXy6VFixZp2bJlys/Pl9tdf/Lu559/7pXiAKCxAv2OEz/HylgAx9PsOXaLFi3SmDFjdM4558hmC/y/jgH4tmBZEWsyA2x2fqkMw+D3MABJzQx2b775phYvXqzRo0d7ux4AaJa6zYmDI9h1SoqWzSaVVNaooLRabWPDrS4JgA9o1nYnYWFh6tq1q7drAYBm2xVkwS4i1KEORxeJMBwLwNSsYPfHP/5RTz/9tAzD8HY9ANBkh8urVVBaLUnqHOC3EzuWees0gh0AU7OGYr/88kstX75cH3/8sXr06KHQ0NB6z//zn//0SnEA0Bjm/Lr0+AhFh3tlsb9f6NI2Rsu3H1R2PlueAKjVrN+ACQkJ+vWvf+3tWgCgWYJtfp2pSworYwHU16xgt3DhQm/XAQDNZgabYBqGldjyBEBDzZpjBwC+xByKDLoeu6NBdv/hClVUuyyuBoAvaFaPXZ8+fY67Z5LNZlNERIS6du2qG264QUOGDDntAgHgVIJtRawpMTpMCVGhOlzu1O6CMnVvF2d1SQAs1qweu0suuUS7du1SdHS0hgwZoiFDhigmJkbZ2dkaMGCADhw4oGHDhun999/3dr0AUI/T5VZOUbmk4LnrhMlms3nC7K4ChmMBNLPHrqCgQH/84x91//331zv+8MMPa+/evfr000/1wAMP6KGHHtLll1/ulUIB4Hj2Fparxm0oKsyhtLgIq8tpdV3aRmvT3kOsjAUgqZk9dosXL9Z1113X4Pi1116rxYsXS5Kuu+46bd++/fSqA4BTOHZFbDDeVosFFACO1axgFxERoTVr1jQ4vmbNGkVE1P7F7Ha7Pf8+kblz52rAgAGKjY1VSkqKrrjiigZhsLKyUlOmTFFSUpJiYmI0duxY5eXl1TsnJydHY8aMUVRUlFJSUnTnnXeqpqamOR8NgJ+pC3bBNQxr6kywA3CMZg3F3nbbbbrlllu0adMmDRgwQJK0YcMG/eUvf9G9994rSVqyZIl69+590uusWLFCU6ZM0YABA1RTU6N7771XI0aM0LZt2xQdXftL+vbbb9e///1vvf3224qPj9fUqVN15ZVXavXq1ZIkl8ulMWPGKC0tTWvWrNGBAwc0YcIEhYaG6pFHHmnOxwPgR4J1RazJDLS7DpbJ7TZktwdfryWAOs0Kdvfdd58yMzP13HPP6W9/+5sk6ayzztLLL7+s3/72t5KkW265RbfeeutJr/PJJ5/Ue7xo0SKlpKRo06ZNuvDCC1VcXKxXXnlFr7/+uoYOHSqpdg+9bt26ad26dRo0aJA+/fRTbdu2TZ999plSU1PVu3dvPfTQQ7rrrrs0a9YshYWFNecjAvATnh67lOAMdh0SoxTqsKnC6dKBkkqdkRBpdUkALNTse++MGzdO48aNO+HzkZFN/+VSXFwsSUpMTJQkbdq0SU6nU8OGDfOcc/bZZysjI0Nr167VoEGDtHbtWvXs2VOpqamec0aOHKlbb71VW7duVZ8+fRq8T1VVlaqqqjyPS0pKJElOp1NOp7PJdaP1me1Ee/mPlmgzwzA8wa5jm/Cg/e8hIzFK2QfLtP3AYaVEe++Wavyc+R/azP94u6185qaKbrdb06dP1/nnn69zzjlHkpSbm6uwsDAlJCTUOzc1NVW5ubmec44Ndebz5nPHM3fuXM2ePbvB8eXLlysqKup0Pwpa0dKlS60uAU3kzTYrqZaOVIbIJkPfbVilnUG65Xq0yy7Jrg9XbNCRHYbXr8/Pmf+hzfxHeXm5V6/X6GCXmJioHTt2KDk5WW3atDnp6rOioqImFzJlyhRt2bJFX375ZZNf21T33HOPZsyY4XlcUlKiDh06aMiQIUpKSmrx98fpczqdWrp0qYYPH67Q0FCry0EjtESbrd9dJG3aqA6JUbr80gu8ck1/9F3oD/rvyt2KSOmo0aO7e+26/Jz5H9rM/xQWFnr1eo0Odk8++aRiY2MlSU899ZRXi5g6dao+/PBDrVy5Uu3bt/ccT0tLU3V1tQ4fPlyv1y4vL09paWmec7766qt61zNXzZrn/Fx4eLjCw8MbHA8NDeUHwc/QZv7Hm222p6hSktQ1JTao/zs4M7X2jhO7Cypa5PvAz5n/oc38h7fbqdHBbuLEicf99+kwDEO33Xab3n33XX3xxRfKzMys93y/fv0UGhqqZcuWaezYsZKk7du3KycnR1lZWZKkrKwszZkzR/n5+UpJSZFU2wUdFxen7t2995crAN8T7FudmMyFI2x5AqBJc+xqamrkcrnq9Xbl5eVpwYIFKisr0//7f/9Pv/rVrxp9vSlTpuj111/X+++/r9jYWM+cuPj4eEVGRio+Pl6TJ0/WjBkzlJiYqLi4ON12223KysrSoEGDJEkjRoxQ9+7dNX78eM2bN0+5ubm67777NGXKlOP2ygEIHNkHa7c66RykW52YOh8NtvlHqlRS6VRcBD01QLBq0lTjG2+8UX/4wx88j48cOaIBAwZo/vz5WrJkiYYMGaKPPvqo0dd74YUXVFxcrMGDBys9Pd3z9dZbb3nOefLJJ3XppZdq7NixuvDCC5WWlqZ//vOfnucdDoc+/PBDORwOZWVl6frrr9eECRP04IMPNuWjAfBD2fl1d50IZnERoUqJrf1DdtdBbi0GBLMm9ditXr1azz33nOfx//3f/8nlcumHH35QfHy87rrrLv3pT3/S6NGjG3U9wzj16q2IiAjNnz9f8+fPP+E5HTt2bFKgBOD/Kqpd2n+4QhJDsVJtuM0/UqXs/FL17pBgdTkALNKkHrv9+/frzDPP9Dw2577Fx8dLqp17t3XrVu9WCADHsaugtrcuISpUidFsRN4lpTbcMs8OCG5NCnYRERGqqKjwPF63bp0GDhxY7/nSUn6pAGh55pBjl7YxJ91+KViYw9EMxQLBrUnBrnfv3p5biK1atUp5eXmeW31JUnZ2ttq1a+fdCgHgOFgRW58Z7OixA4Jbk+bYzZw5U6NGjdLixYt14MAB3XDDDUpPT/c8/+677+r888/3epEA8HPZx/TYoW5l7J7CMtW43ApxBOltOIAg16Rgd9FFF2nTpk369NNPlZaWpquvvrre871799Z5553n1QIB4HhYEVtfu/hIRYTaVel0a9+hCmUm05MJBKMm3yu2W7du6tat23Gfu+mmm067IAA4Fbfb8CyeMDfnDXZ2u02dk2O07UCJsvNLCXZAkKKvHoDf+am4QpVOt0IdNnVoE2l1OT6DO1AAaHSPXWZmZrNWnk2fPr3epsYAcLrM+XWdkqKZS3YMcyEJwQ4IXo0OdosWLWrWG3Tq1KlZrwOAE2F+3fHVrYxlyxMgWDU62F100UUtWQcANJpnq5MU5pEdywx2O/NLZRgG+/sBQYgxDAB+p24PO3rsjpWZHC2bTSqucKqorNrqcgBYgGAHwO+wh93xRYY5dEZC7WIShmOB4ESwA+BXiiucOnikSlLdpryowx0ogOBGsAPgV3YdDSwpseGKjQi1uBrf4wl2+QQ7IBgR7AD4FYZhT85cUEKPHRCcCHYA/MouVsSelBl4dxUwxw4IRgQ7AH6FFbEnZ8473FdUrkqny+JqALQ2gh0Av8JQ7Mm1jQlXbESI3Ia0t7Dc6nIAtDKCHQC/4XS5tbfwaLBLIdgdj81mY2UsEMQIdgD8xr6icjldhiJDHUqPi7C6HJ/FylggeBHsAPgNcxi2c9to2e3cLutEWBkLBC+CHQC/wcKJxqkbimVlLBBsCHYA/IY5tEiwO7lj59gZhmFxNQBaE8EOgN/IZg+7RumYFKUQu03l1S7lllRaXQ6AVkSwA+AXDMNgq5NGCnXYlZEUJUnKzmc4FggmBDsAfqGwrFrFFU7ZbFJmMj12p8KWJ0BwItgB8Avm/LozEiIVEeqwuBrfR7ADghPBDoBfYBi2abq0ZcsTIBgR7AD4BbY6aRrzzhzMsQOCC8EOgF/YxYrYJumSXBvscksqVVpVY3E1AFoLwQ6AX2Aotmnio0KVHBMmSdrNRsVA0CDYAfB5lU6X9h0ql0Swa4rOLKAAgg7BDoDP21NYJsOQ4iJCPL1QODVWxgLBh2AHwOeZCwC6pMTIZrNZXI3/YGUsEHwIdgB8Hitim4eVsUDwIdgB8HkEu+bpevT7tbugTC63YXE1AFoDwQ6Az6sLdmx10hTtEiIVHmJXtcutH48uPgEQ2Ah2AHya223Um2OHxnPYbZ776jLPDggOBDsAPi23pFIVTpdC7DZlJEZZXY7fYZ4dEFwIdgB8mtnT1DEpSqEOfmU1FVueAMGF35IAfFp2fm0g6czCiWZhyxMguBDsAPg0biV2eup67BiKBYIBwQ6AT2NF7OnpfPT7VlRWrUNl1RZXA6ClEewA+LRdB1kRezqiwkJ0RkKkJGlXAcOxQKAj2AHwWaVVNcotqZQkdUkm2DWX2WvHylgg8BHsAPisXUeHYZNjwhUfFWpxNf6LlbFA8CDYAfBZzK/zDlbGAsGDYAfAZ3HHCe9gZSwQPAh2AHxWXY8dwe50mME4p6hcVTUui6sB0JIIdgB8FkOx3pESG66Y8BC53IZyCsutLgdACyLYAfBJNS639hTUhhB67E6PzWZjnh0QJAh2AHzSj4cqVO1yKzzE7tmHDc3HPDsgOBDsAPgks2epc9sY2e02i6vxf+Y8O/PeuwACE8EOgE9ifp13MRQLBAeCHQCf5NnqhPl1XnHsUKxhGBZXA6ClEOwA+KS6oVh67LwhIylKDrtNpVU1yj9SZXU5AFoIwQ6AT2IPO+8KD3EoIzFKEvPsgEBGsAPgc4rKqnWo3CmJHjtvYp4dEPgIdgB8zq6jweOMhEhFhYVYXE3g6MyWJ0DAszzYrVy5UpdddpnatWsnm82m9957r97zhmFo5syZSk9PV2RkpIYNG6Yffvih3jlFRUUaN26c4uLilJCQoMmTJ6u0lL9IAX/F/LqWQY8dEPgsD3ZlZWU699xzNX/+/OM+P2/ePD3zzDNasGCB1q9fr+joaI0cOVKVlZWec8aNG6etW7dq6dKl+vDDD7Vy5UrddNNNrfURAHiZ2aPE/DrvMr+fu+ixAwKW5WMco0aN0qhRo477nGEYeuqpp3Tffffp8ssvlyT93//9n1JTU/Xee+/p2muv1XfffadPPvlEGzZsUP/+/SVJzz77rEaPHq0///nPateuXat9FgDeYU7uNzfVhXeYwW7/4QqVV9cwzA0EIJ/+qd69e7dyc3M1bNgwz7H4+HgNHDhQa9eu1bXXXqu1a9cqISHBE+okadiwYbLb7Vq/fr1+/etfN7huVVWVqqrqlvuXlJRIkpxOp5xOZwt+IniL2U60l/9oSpvtPBrsOrWJoI29KCbMpjZRoTpU7tSOA8Xq0S7upOfzc+Z/aDP/4+228ulgl5ubK0lKTU2tdzw1NdXzXG5urlJSUuo9HxISosTERM85Pzd37lzNnj27wfHly5crKirKG6WjlSxdutTqEtBEp2qzGreUU+SQZNPu/65T0fetU1ewaONw6JBs+udnq7U3uXEbFfNz5n9oM/9RXl7u1ev5dLBrKffcc49mzJjheVxSUqIOHTpoyJAhSkpKsrAyNJbT6dTSpUs1fPhwhYaGWl0OGqGxbfZDXqmM9WsUEx6iay8fLpuN+8R60+rqrdq1ab/izjhToy/uetJz+TnzP7SZ/yksLPTq9Xw62KWlpUmS8vLylJ6e7jmel5en3r17e87Jz8+v97qamhoVFRV5Xv9z4eHhCg8Pb3A8NDSUHwQ/Q5v5n1O12d5DtQujuqTEKCwsrLXKChpnpsZJ2q/dRRWN/tnh58z/0Gb+w9vtZPmq2JPJzMxUWlqali1b5jlWUlKi9evXKysrS5KUlZWlw4cPa9OmTZ5zPv/8c7ndbg0cOLDVawZweuruOMFWJy2hS8rRLU+4+wQQkCzvsSstLdXOnTs9j3fv3q3NmzcrMTFRGRkZmj59uh5++GGdeeaZyszM1P3336927drpiiuukCR169ZNl1xyiW688UYtWLBATqdTU6dO1bXXXsuKWMAPsdVJyzK/r7sLyuRyG3LYGeoGAonlwW7jxo0aMmSI57E5923ixIlatGiR/r//7/9TWVmZbrrpJh0+fFi/+tWv9MknnygiIsLzmtdee01Tp07VxRdfLLvdrrFjx+qZZ55p9c8C4PRxj9iW1b5NlMIcdlXVuPXT4Qp1SGTBGBBILA92gwcPlmGceGWWzWbTgw8+qAcffPCE5yQmJur1119vifIAtCLDMOr2sGMotkU47DZlJkdre94R7TxYSrADAoxPz7EDEFzySqpUVu2Sw25TRhKBo6Uwzw4IXAQ7AD7DHIbNSIxSeIjD4moClznMnc2txYCAQ7AD4DN2sSK2VXQ++v01v98AAgfBDoDPYEVs66DHDghcBDsAPoMVsa2j89Hvb0FplYrLuacoEEgIdgB8hmdFbApDsS0pJjxEaXG1W0ZlFzAcCwQSgh0An1BWVaOfimtvJ9Y5mR67lsbKWCAwEewA+ITdBbXzvZKiw9QmmnvEtjTm2QGBiWAHwCcwv6511QU7euyAQEKwA+ATmF/Xugh2QGAi2AHwCWx10rrMAJ1TWC6ny21xNQC8hWAHwCcwFNu60uIiFBXmUI3b0N7CcqvLAeAlBDsAlnO5De0qoMeuNdlsNoZjgQBEsANguf2HKlRd41ZYiF1ntIm0upygYd66jWAHBA6CHQDLmcEiMylaDrvN4mqCh6fHLp8tT4BAQbADYDnP/DpWxLaqLikMxQKBhmAHwHKsiLVG56NDsbsOlsowDIurAeANBDsAlmNFrDU6JUXLZpNKKmtUUFptdTkAvIBgB8Byuwh2logIdahDmyhJDMcCgYJgB8BSh8urPb1F5tAgWg8rY4HAQrADYClzfl16fISiw0Msrib4sDIWCCwEOwCWYn6dtVgZCwQWgh0AS9UFO4ZhrcDdJ4DAQrADYClzCNDsOULrMgP1/sMVqqh2WVwNgNNFsANgKVbEWisxOkwJUaEyDGl3AfPsAH9HsANgmeoat/YWlUsi2FnFZrMxHAsEEIIdAMvkFJXJ5TYUHeZQaly41eUELbY8AQIHwQ6AZXYeM7/OZrNZXE3wquuxYygW8HcEOwCWMXuIOiezItZKdXvZ0WMH+DuCHQDLsIedbzBXJO8qKJXbbVhcDYDTQbADYJldB9nqxBd0aBOpUIdNlU63DpRUWl0OgNNAsANgCcMw6LHzESEOuzomHV1AwXAs4NcIdgAscbC0Skcqa2S3SR2ToqwuJ+ixMhYIDAQ7AJYw7zjRITFKEaEOi6sBe9kBgYFgB8ASDMP6lrqVsWx5Avgzgh0AS9QFO7Y68QXmAhZ67AD/RrADYAlzM1x67HxD56MBO/9IlUoqnRZXA6C5CHYALGGuvmSrE98QFxGqlNja27rt4g4UgN8i2AFodRXVLu0/XCGJHjtfwh0oAP9HsAPQ6nYV1AaHNlGhSowOs7gamLqksOUJ4O8IdgBaHfPrfBNbngD+j2AHoNV55tcR7HxKXbBjjh3grwh2AFqdZ6uTFLY68SXmQpa9hWVyutwWVwOgOQh2AFqd2SPUOZkeO1+SHhehiFC7nC5D+4rKrS4HQDMQ7AC0Krfb0O4CtjrxRXa7zRO22fIE8E8EOwCt6kBJpSqdboU6bOrQJtLqcvAz3IEC8G8EOwCtyuwJ6pQUrRAHv4J8jXmLN4Id4J/4rQqgVWUXsNWJL2NlLODfCHYAWpXZY8eKWN9kBrud+aUyDMPiagA0FcEOQKvaRY+dT8tMjpbNJhVXOFVU7rS6HABNRLAD0Kp2cdcJnxYZ5tAZCbWLWlgZC/gfgh2AVlNeIx0srZYkdW7LUKyvMkO32bsKwH8Q7AC0mvyK2v9NjQtXbESotcXghDzBjh47wO8Q7AC0mvwKmySGYX2dubAlmx47wO8Q7AC0mjyCnV+gxw7wXwQ7AK0m7+hQbBfm1/k0M9j9eLhCTrfFxQBoEoIdgFaTX3m0x457xPq05JgwxUWEyDCkgxVWVwOgKQh2AFqF0+XWwcraf3dmKNan2Ww2TxvlHQ3jAPwDwQ5Aq9hXVCG3YVNkqF3pcRFWl4NTMIdj8+mxA/xKQAW7+fPnq1OnToqIiNDAgQP11VdfWV0SgKN2H11hmZkcLbudXiBfZ66MNRe8APAPARPs3nrrLc2YMUMPPPCAvv76a5177rkaOXKk8vPzrS4NgOq2zuiczMIJf1DXY0ewA/xJwAS7J554QjfeeKMmTZqk7t27a8GCBYqKitJf//pXq0sDoLq7GHDHCf9gBru8CskwDIurAdBYIVYX4A3V1dXatGmT7rnnHs8xu92uYcOGae3atQ3Or6qqUlVVledxSUmJJOm3r3ylsEgmdfsDwzBUXOzQy3vXymajR8EfmEOxHdtEyOnk5vK+rl1cqELsNlW7pcufX6sQR8D0AwQ0fjf6n+qKUq9eLyCCXUFBgVwul1JTU+sdT01N1ffff9/g/Llz52r27NkNjn93oFT2cDZt8h827Ss7YnURaAK7DBXv+o8++uk/VpeCRmgf5dCeUpu+y/Xu//GgpfG70Z+4q8q9er2ACHZNdc8992jGjBmexyUlJerQoYOeHNtdsQltLKwMjeWqqdE3mzerT+/ecoQE5X/GfsdVU6Oc777RtZcNV2go94n1BwN+Va5FH6zg58yP8LvR/xw5fEhXPeW96wVEqycnJ8vhcCgvL6/e8by8PKWlpTU4Pzw8XOHh4Q2OD+6WpqSkpBarE97jdDpVvfcbDeuRTkjwE06nUx/t/UahoaG0mZ9oGxelHm0Mfs78CL8b/U9hYcM8cjoCYtJEWFiY+vXrp2XLlnmOud1uLVu2TFlZWRZWBgAA0HoCosdOkmbMmKGJEyeqf//+Ou+88/TUU0+prKxMkyZNsro0AACAVhEwwe6aa67RwYMHNXPmTOXm5qp379765JNPGiyoAAAACFQBE+wkaerUqZo6darVZQAAAFgiIObYAQAAgGAHAAAQMAh2AAAAAYJgBwAAECAIdgAAAAGCYAcAABAgCHYAAAABgmAHAAAQIAh2AAAAAYJgBwAAECAC6pZizWUYhiTpyJEjCg0NtbgaNIbT6VR5eblKSkpoMz9Bm/kf2sz/0Gb+58iRI5LqssjpIthJKiwslCRlZmZaXAkAAAhGhYWFio+PP+3rEOwkJSYmSpJycnK88k1FyyspKVGHDh20b98+xcXFWV0OGoE28z+0mf+hzfxPcXGxMjIyPFnkdBHsJNnttVMN4+Pj+UHwM3FxcbSZn6HN/A9t5n9oM/9jZpHTvo5XrgIAAADLEewAAAACBMFOUnh4uB544AGFh4dbXQoaiTbzP7SZ/6HN/A9t5n+83WY2w1vrawEAAGApeuwAAAACBMEOAAAgQBDsAAAAAgTBTtL8+fPVqVMnRUREaODAgfrqq6+sLgknMHfuXA0YMECxsbFKSUnRFVdcoe3bt1tdFhrp0Ucflc1m0/Tp060uBaewf/9+XX/99UpKSlJkZKR69uypjRs3Wl0WTsDlcun+++9XZmamIiMj1aVLFz300ENeu00VTt/KlSt12WWXqV27drLZbHrvvffqPW8YhmbOnKn09HRFRkZq2LBh+uGHH5r8PkEf7N566y3NmDFDDzzwgL7++mude+65GjlypPLz860uDcexYsUKTZkyRevWrdPSpUvldDo1YsQIlZWVWV0aTmHDhg168cUX1atXL6tLwSkcOnRI559/vkJDQ/Xxxx9r27Ztevzxx9WmTRurS8MJPPbYY3rhhRf03HPP6bvvvtNjjz2mefPm6dlnn7W6NBxVVlamc889V/Pnzz/u8/PmzdMzzzyjBQsWaP369YqOjtbIkSNVWVnZpPcJ+lWxAwcO1IABA/Tcc89Jktxutzp06KDbbrtNd999t8XV4VQOHjyolJQUrVixQhdeeKHV5eAESktL1bdvXz3//PN6+OGH1bt3bz311FNWl4UTuPvuu7V69WqtWrXK6lLQSJdeeqlSU1P1yiuveI6NHTtWkZGR+vvf/25hZTgem82md999V1dccYWk2t66du3a6Y9//KPuuOMOSbW3GktNTdWiRYt07bXXNvraQd1jV11drU2bNmnYsGGeY3a7XcOGDdPatWstrAyNVVxcLEleu8ceWsaUKVM0ZsyYej9r8F3/+te/1L9/f1199dVKSUlRnz599PLLL1tdFk7il7/8pZYtW6YdO3ZIkv7zn//oyy+/1KhRoyyuDI2xe/du5ebm1vsdGR8fr4EDBzY5jwT1vWILCgrkcrmUmppa73hqaqq+//57i6pCY7ndbk2fPl3nn3++zjnnHKvLwQm8+eab+vrrr7VhwwarS0Ej7dq1Sy+88IJmzJihe++9Vxs2bNAf/vAHhYWFaeLEiVaXh+O4++67VVJSorPPPlsOh0Mul0tz5szRuHHjrC4NjZCbmytJx80j5nONFdTBDv5typQp2rJli7788kurS8EJ7Nu3T9OmTdPSpUsVERFhdTloJLfbrf79++uRRx6RJPXp00dbtmzRggULCHY+avHixXrttdf0+uuvq0ePHtq8ebOmT5+udu3a0WZBJqiHYpOTk+VwOJSXl1fveF5entLS0iyqCo0xdepUffjhh1q+fLnat29vdTk4gU2bNik/P199+/ZVSEiIQkJCtGLFCj3zzDMKCQmRy+WyukQcR3p6urp3717vWLdu3ZSTk2NRRTiVO++8U3fffbeuvfZa9ezZU+PHj9ftt9+uuXPnWl0aGsHMHN7II0Ed7MLCwtSvXz8tW7bMc8ztdmvZsmXKysqysDKciGEYmjp1qt599119/vnnyszMtLoknMTFF1+sb7/9Vps3b/Z89e/fX+PGjdPmzZvlcDisLhHHcf755zfYRmjHjh3q2LGjRRXhVMrLy2W31/+/dIfDIbfbbVFFaIrMzEylpaXVyyMlJSVav359k/NI0A/FzpgxQxMnTlT//v113nnn6amnnlJZWZkmTZpkdWk4jilTpuj111/X+++/r9jYWM/cg/j4eEVGRlpcHX4uNja2wfzH6OhoJSUlMS/Sh91+++365S9/qUceeUS/+c1v9NVXX+mll17SSy+9ZHVpOIHLLrtMc+bMUUZGhnr06KFvvvlGTzzxhH73u99ZXRqOKi0t1c6dOz2Pd+/erc2bNysxMVEZGRmaPn26Hn74YZ155pnKzMzU/fffr3bt2nlWzjaaAePZZ581MjIyjLCwMOO8884z1q1bZ3VJOAFJx/1auHCh1aWhkS666CJj2rRpVpeBU/jggw+Mc845xwgPDzfOPvts46WXXrK6JJxESUmJMW3aNCMjI8OIiIgwOnfubPzv//6vUVVVZXVpOGr58uXH/f+viRMnGoZhGG6327j//vuN1NRUIzw83Lj44ouN7du3N/l9gn4fOwAAgEAR1HPsAAAAAgnBDgAAIEAQ7AAAAAIEwQ4AACBAEOwAAAACBMEOAAAgQBDsAAAAAgTBDgAAIEAQ7ADAz1VXV6tr165as2ZNo87t1KmTNm7c2AqVAWhtBDsAPuWGG26QzWZr8HXsPRZR34IFC5SZmalf/vKXpzw3LCxMd9xxh+66665WqAxAayPYAfA5l1xyiQ4cOFDvKzMzs8F51dXVFlTnWwzD0HPPPafJkyc3+jXjxo3Tl19+qa1bt7ZgZQCsQLAD4HPCw8OVlpZW78vhcGjw4MGaOnWqpk+fruTkZI0cOVKStGXLFo0aNUoxMTFKTU3V+PHjVVBQ4LleWVmZJkyYoJiYGKWnp+vxxx/X4MGDNX36dM85NptN7733Xr06EhIStGjRIs/jffv26Te/+Y0SEhKUmJioyy+/XHv27PE8f8MNN+iKK67Qn//8Z6WnpyspKUlTpkyR0+n0nFNVVaW77rpLHTp0UHh4uLp27apXXnlFhmGoa9eu+vOf/1yvhs2bN5+0x3LTpk3Kzs7WmDFjPMeqq6s1depUpaenKyIiQh07dtTcuXM9z7dp00bnn3++3nzzzVO2BQD/QrAD4FdeffVVhYWFafXq1VqwYIEOHz6soUOHqk+fPtq4caM++eQT5eXl6Te/+Y3nNXfeeadWrFih999/X59++qm++OILff311016X6fTqZEjRyo2NlarVq3S6tWrFRMTo0suuaRez+Hy5cuVnZ2t5cuX69VXX9WiRYvqhcMJEybojTfe0DPPPKPvvvtOL774omJiYmSz2fS73/1OCxcurPe+Cxcu1IUXXqiuXbset65Vq1bpF7/4hWJjYz3HnnnmGf3rX//S4sWLtX37dr322mvq1KlTvdedd955WrVqVZO+BwD8gAEAPmTixImGw+EwoqOjPV9XXXWVYRiGcdFFFxl9+vSpd/5DDz1kjBgxot6xffv2GZKM7du3G0eOHDHCwsKMxYsXe54vLCw0IiMjjWnTpnmOSTLefffdeteJj483Fi5caBiGYfztb38zzjrrLMPtdnuer6qqMiIjI40lS5Z4au/YsaNRU1PjOefqq682rrnmGsMwDGP79u2GJGPp0qXH/ez79+83HA6HsX79esMwDKO6utpITk42Fi1adMLv17Rp04yhQ4fWO3bbbbcZQ4cOrVfrzz399NNGp06dTvg8AP8UYnGuBIAGhgwZohdeeMHzODo62vPvfv361Tv3P//5j5YvX66YmJgG18nOzlZFRYWqq6s1cOBAz/HExESdddZZTarpP//5j3bu3FmvZ0ySKisrlZ2d7Xnco0cPORwOz+P09HR9++23kmqHVR0Ohy666KLjvke7du00ZswY/fWvf9V5552nDz74QFVVVbr66qtPWFdFRYUiIiLqHbvhhhs0fPhwnXXWWbrkkkt06aWXasSIEfXOiYyMVHl5eeM+PAC/QbAD4HOio6NPOPR4bMiTpNLSUl122WV67LHHGpybnp7e6NW0NptNhmHUO3bs3LjS0lL169dPr732WoPXtm3b1vPv0NDQBtd1u92SasPUqfz+97/X+PHj9eSTT2rhwoW65pprFBUVdcLzk5OTPcHR1LdvX+3evVsff/yxPvvsM/3mN7/RsGHD9I9//MNzTlFRUb26AQQGgh0Av9a3b1+988476tSpk0JCGv5K69Kli0JDQ7V+/XplZGRIkg4dOqQdO3bU6zlr27atDhw44Hn8ww8/1OvR6tu3r9566y2lpKQoLi6uWbX27NlTbrdbK1as0LBhw457zujRoxUdHa0XXnhBn3zyiVauXHnSa/bp00cvvPCCDMOQzWbzHI+Li9M111yja665RldddZUuueQSFRUVKTExUVLtgpM+ffo063MA8F0sngDg16ZMmaKioiJdd9112rBhg7Kzs7VkyRJNmjRJLpdLMTExmjx5su688059/vnn2rJli2644QbZ7fV//Q0dOlTPPfecvvnmG23cuFG33HJLvd63cePGKTk5WZdffrlWrVql3bt364svvtAf/vAH/fjjj42qtVOnTpo4caJ+97vf6b333vNcY/HixZ5zHA6HbrjhBt1zzz0688wzlZWVddJrDhkyRKWlpfW2LnniiSf0xhtv6Pvvv9eOHTv09ttvKy0tTQkJCZ5zVq1a1WB4FoD/I9gB8Gvt2rXT6tWr5XK5NGLECPXs2VPTp09XQkKCJ7z96U9/0gUXXKDLLrtMw4YN069+9asGc/Uef/xxdejQQRdccIF++9vf6o477qg3BBoVFaWVK1cqIyNDV155pbp166bJkyersrKyST14L7zwgq666ir9z//8j84++2zdeOONKisrq3fO5MmTVV1drUmTJp3yeklJSfr1r39db4g4NjZW8+bNU//+/TVgwADt2bNHH330kef7sXbtWhUXF+uqq65qdN0A/IPN+PmkEgAIAoMHD1bv3r311FNPWV1KA6tWrdLFF1+sffv2KTU19ZTn//e//9Xw4cOVnZ193EUkP3fNNdfo3HPP1b333uuNcgH4EHrsAMBHVFVV6ccff9SsWbN09dVXNyrUSVKvXr302GOPaffu3ac8t7q6Wj179tTtt99+uuUC8EEEOwDwEW+88YY6duyow4cPa968eU167Q033KCePXue8rywsDDdd999jVqhC8D/MBQLAAAQIOixAwAACBAEOwAAgABBsAMAAAgQBDsAAIAAQbADAAAIEAQ7AACAAEGwAwAACBAEOwAAgABBsAMAAAgQ/z+uUmK6uY1LQwAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] @@ -476,9 +476,9 @@ "\n", "In addition to considerations for satisfying the FFT assumptions, there are also signals that are more useful when performing testing with multiple inputs simultaneously. In this class of testing, each excitation signal must be independent from the others in order to be able to isolate which responses are due to which exciters. If, for example, we were to play the exact same signal into each shaker, it would be impossible to figure out which portion of the response would be due to a given shaker. Considering the H1 technique\n", "\n", - "$$\\mathbf{H}_1 = \\mathbf{P_{XF}} \\mathbf{P_{FF}}^{-1}$$\n", + "$$\\mathbf{H}_1 = \\mathbf{P}_{XF} {\\mathbf{P}_{FF}}^{-1}$$\n", "\n", - "we see that we will be inverting the $\\mathbf{P_{FF}}$ matrix. In order to invert this matrix, it must be full rank. Recall that this matrix is computed from what is essentially the outer-product of the input spectra\n", + "we see that we will be inverting the $\\mathbf{P}_{FF}$ matrix. In order to invert this matrix, it must be full rank. Recall that this matrix is computed from what is essentially the outer-product of the input spectra\n", "\n", "$$\\mathbf{P}_{FF} = {\\sum_{i=1}^n \\mathbf{F}_i \\mathbf{F}_i^* \\over n}$$\n", "\n", @@ -499,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 9, "id": "8d47cee2", "metadata": {}, "outputs": [], @@ -527,10 +527,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "id": "56211567", "metadata": {}, - "outputs": [], + "outputs": [ + ], "source": [ "reference_dofs = sdpy.coordinate_array([1,41],3)\n", "response_dofs = sdpy.coordinate_array(np.arange(45)+1,3)\n", @@ -552,7 +553,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "id": "4d6d059f", "metadata": {}, "outputs": [], @@ -578,13 +579,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 12, "id": "cf451b5b", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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" ] @@ -627,17 +628,12 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 13, "id": "845059be", "metadata": { "scrolled": false }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [] - } ], "source": [ "all_signals = np.concatenate((reference_random_mimo,response_random_mimo))\n", @@ -667,7 +663,223 @@ "![frf_random_nowindow.png](figures/frf_random_nowindow.png)\n", "![coherence_random_nowindow.png](figures/coherence_random_nowindow.png)\n", "\n", - "Note that even with the window function, the coherence is still not perfect across the entire frequency band. The window function artificially attenuates portions of the signals, which results in a distortion of the input-output relationship of the system. Because the forces in the beginning of hte measurement frame are attenuated, responses in the middle of the frame can appear to not correlate to any input. For this reason, it is expected to see coherence drops not only at the anti-resonances of the frequency response functions, but also at the resonances, particularly the lower-frequency resonances where the signal will tend to take longer to die out." + "Note that even with the window function, the coherence is still not perfect across the entire frequency band. The window function artificially attenuates portions of the signals, which results in a distortion of the input-output relationship of the system. Because the forces in the beginning of the measurement frame are attenuated, responses in the middle of the frame can appear to not correlate to any input. Additionally at the forces toward the end of the frame will have responses due to those forces artificially attenuated by the window. For this reason, it is expected to see coherence drops not only at the anti-resonances of the frequency response functions, but also at the resonances, particularly the lower-frequency resonances where the signal will tend to take longer to die out.\n", + "\n", + "Random excitation has the advantage of being relatively easy to implement. No triggering is needed to align the signal with a measurement frame. Additionally, because there is excitation and response across the entire measurement frame, the signal-to-noise ratio is relatively high. Finally, the random signal can linearize slight nonlinearities about a given excitation level, so it is useful when trying to fit modes (which inherently assumes a linear system) for slightly nonlinear systems.\n", + "\n", + "The main disadvantage of this signal, as stated above, is that it is not periodic within the measurement frame. Distortion of the signal is inevitable, even with a window function applied. Practically, this distortion will cause an overestimation of damping at lower frequencies. Additionally, if the coherence drop at a given mode is significant enough, shape estimates can also appear noisy or distorted.\n", + "\n", + "### Pseudorandom Excitation\n", + "\n", + "With the main disadvantage of a random signal being its non-periodicity, we can imagine a signal that is random-like but is also periodic within the measurement frame. For example, if we take a set of sine waves that are periodic within the measurement frame (e.g. no leakage) and randomize their phases, we will have a random-looking signal that is also periodic within the measurement frame. Because this is a deterministic signal, we will generally not require a significant number of averages to obtain a clean signal." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "06bfdade", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: Pseudorandom generally not recommended for multi-reference excitation.\n" + ] + } + ], + "source": [ + "# Multi-reference\n", + "response_pr_mimo,reference_pr_mimo = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 1000,\n", + " num_averages = 10,\n", + " excitation = 'pseudorandom',\n", + " references = reference_dofs,\n", + " responses = response_dofs\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "22a7e109", + "metadata": {}, + "source": [ + "We can immediately see that SDynPy has warned us against using pseudorandom excitation for a multiple-input test. This is because a pseudorandom excitation signal simply repeats the same signal over and over again to ensure periodicity in the excitation and periodicity in the responses. If, for example, we use the H1 estimator\n", + "\n", + "$$\\mathbf{H}_1 = \\mathbf{P}_{XF} {\\mathbf{P}_{FF}}^{-1}$$\n", + "\n", + "we will be trying to invert the rank deficient $\\mathbf{P}_{FF}$ matrix. We can see this if we try to compute frequency response functions from the previous pseudorandom dataset. We will again compute frequency response functions with the `SignalProcessingGUI`." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "323f0cf6", + "metadata": { + "scrolled": false + }, + "outputs": [ + ], + "source": [ + "all_signals = np.concatenate((reference_pr_mimo,response_pr_mimo))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" + ] + }, + { + "cell_type": "markdown", + "id": "ed895360", + "metadata": {}, + "source": [ + "We can set up our signal processing GUI to compute frequency response functions, recognizing for this case we do not need a window function applied to the data due to it being periodic. We also set frame acceptance to `Select` and reject the first measurement frame as the response have not yet achieved steady state responses.\n", + "\n", + "![mimo_pr_spgui.png](figures/mimo_pr_spgui.png)\n", + "\n", + "If we compute the frequency response functions for this case, they look terrible compared to the frequency response functions from the random case, again due to inverting a rank-deficient matrix.\n", + "\n", + "![frf_pr.png](figures/frf_pr.png)\n", + "\n", + "However, we will note that the coherence in this case looks very good.\n", + "\n", + "![coherence_pr.png](figures/coherence_pr.png)\n", + "\n", + "An inexperienced test engineer may look at the coherence metric and claim that because it is close to 1, this must be a good test. However, it is important to remember what the coherence is actually telling us--that the responses are due to the inputs. In this case, this is true, the responses are all very much correlated to the inputs. Unfortunately, that doesn't mean we can tell which portions of the response came from which input, and this is required for computing the frequency response function.\n", + "\n", + "We could play some games to get multiple-input testing to work with pseudorandom excitation. For example, by re-randomizing the phases of the signals for each measurement frame we could add independent components to the $\\mathbf{P}_{FF}$ matrix allowing it to be inverted. However, we must ensure we allow the system to come to steady state prior to taking the response measurement (otherwise we are back to the non-periodic random case where a window is required) This increases test time as well as the chance for making errors. Typically pseudorandom excitation is used only for cases where a single excitation is required." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "23047827", + "metadata": {}, + "outputs": [ + ], + "source": [ + "# Single-reference\n", + "response_pr_simo,reference_pr_simo = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 1000,\n", + " num_averages = 10,\n", + " excitation = 'pseudorandom',\n", + " references = reference_dofs[0],\n", + " responses = response_dofs\n", + " )\n", + "all_signals = np.concatenate((reference_pr_simo,response_pr_simo))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" + ] + }, + { + "cell_type": "markdown", + "id": "cc7f6154", + "metadata": {}, + "source": [ + "We can set up the `SignalProcessingGUI` similarly\n", + "\n", + "![simo_pr_spgui.png](figures/simo_pr_spgui.png)\n", + "\n", + "and get significantly improved estimation of the frequency response function.\n", + "\n", + "![frf_simo_pr.png](figures/frf_simo_pr.png)\n", + "\n", + "The coherence looks similarly good, with minor dips at the antiresonances.\n", + "\n", + "![coherence_simo_pr.png](figures/coherence_simo_pr.png)\n", + "\n", + "### Chirp Excitation\n", + "\n", + "One could imagine instead of producing a random-like signal using a sum of sine waves with randomized phases to cover multiple frequencies in a broadband excitation, one could instead simply produce a single sine wave with a frequency that ramps between two values. This signal would then cover all frequencies between these two values. This is called a chirp excitation.\n", + "\n", + "Chirp excitation generally shares similar properties to the burst random signal. They are both deterministic signals, so few averages are required. They also do not require window functions if they are played repeatedly, allowing the system to come to steady state. Finally, they are both generally better suited to single-input testing." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "beafb35a", + "metadata": {}, + "outputs": [], + "source": [ + "# Single-reference\n", + "response_chirp_simo,reference_chirp_simo = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 1000,\n", + " num_averages = 10,\n", + " excitation = 'chirp',\n", + " references = reference_dofs[0],\n", + " responses = response_dofs,\n", + " excitation_min_frequency = 10,\n", + " excitation_max_frequency = 500\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "dec5e83c", + "metadata": {}, + "source": [ + "We can see that in a given measurement frame we have excitation frequency content from the minimum specified frequency to the maximum specified frequency." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "6680dfe7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Extract just the first measurement frame\n", + "first_frame = reference_chirp_simo.extract_elements(slice(1000))\n", + "ax = first_frame.plot()\n", + "ax.set_ylabel('Time Response')\n", + "ax.set_xlabel('Time (s)')\n", + "first_frame_fft = first_frame.fft()\n", + "ax = first_frame_fft.plot()\n", + "ax[0].set_ylabel('Frequency Response\\nPhase')\n", + "ax[0].set_xlabel('Frequency (Hz)')\n", + "ax[1].set_ylabel('Frequency Response\\nMagnitude')\n", + "ax[1].set_xlabel('Frequency (Hz)');" + ] + }, + { + "cell_type": "markdown", + "id": "8b2564a9", + "metadata": {}, + "source": [ + "We can then compute the frequency response function identically to the pseudorandom signal." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "5dbd9268", + "metadata": {}, + "outputs": [ + ], + "source": [ + "all_signals = np.concatenate((reference_chirp_simo,response_chirp_simo))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" ] }, { @@ -675,13 +887,185 @@ "id": "ac8c4ff5", "metadata": {}, "source": [ - "### Pseudorandom Excitation\n", + "![simo_chirp_spgui.png](figures/simo_chirp_spgui.png)\n", + "\n", + "We get good frequency response functions and coherence.\n", + "\n", + "![frf_chirp.png](figures/frf_chirp.png)\n", + "\n", + "![coherence_chirp.png](figures/coherence_chirp.png)\n", + "\n", + "Note that the frequency response function was computed well over the entire bandwidth, while the chirp signal only covered a portion of the bandwidth. This is not realistic and is an artifact of the signals being synthesized analytically without any noise added. You can see in the fast Fourier transform of the excitation signal, while the major components of the signal were between 10 and 500 Hz, there was still lesser components of the signal at higher and lower frequencies. In a real test with realistic noise sources, these lesser components may be below the noise floor of the test and frequency response and coherence may degrade outside the bandwidth of the signal. One should generally try to tailor the signal to match the frequency range of interest.\n", "\n", "### Burst Random Excitation\n", "\n", - "### Chirp Excitation\n", + "We have now seen three types of signals. The Random signal was not periodic and required a window function, but it was able to be used with multiple excitation signals. The Chirp and Pseudorandom signals didn't require a window function, but were not able to be easily used with mutliple excitation signals. The Burst Random signal attempts to provide a signal that is both periodic within the measurement frame as well as useful for multi-exciter testing.\n", + "\n", + "The idea of a Burst Random signal is that the excitation is only active for a portion of the measurement frame. The signal starts at zero, ramps up to a random signal at some point in the frame, then ramps back down to zero. By both starting at ending at zero, the measurement can be considered periodic because the measurement frame can be repeated indefinitely without causing discontinuities at the measurement frame boundary. Note that both the excitation force and response must be zero at the start and end of the frame, so the excitation must be stopped with enough time left in the frame for the measurement to decay to zero.\n", + "\n", + "Similar to a Random signal, the random portion of the Burst Random signal is randomly generated. This means each measurement frame will have a different realization of the signal and a different phasing between the different exciters. The $\\mathbf{P}_{FF}$ matrix will therefore be full-rank and invertable assuming at least as many measurement frames as exciters are used.\n", + "\n", + "There are a few disadvantages of the Burst Random signal. Because it is a random signal, any given frame may not have significant excitation at a given frequency line, so a larger number of averages is generally required. Additionally, because the signal is only active for a portion of the measurement frame, the signal-to-noise ratio of the Burst Random excitation may be lower than that of a Random excitation. Finally, due to its transient nature, we are unable to overlap frames in a Burst Random test like we can with a Random test and the frames may need to be made longer in order to allow the response to decay to zero within a measurement frame. All of these generally contribute to a longer-running test than some of the other signals investigated. However, given it can take hours or even days to set up a single test, the addition of a few extra minutes of test time is generally a very small price to pay in order to be able to acquire all excitation locations simultaneously and without any distortion." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "18315fde", + "metadata": {}, + "outputs": [ + ], + "source": [ + "# Multi-reference\n", + "response_burst_mimo,reference_burst_mimo = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 4000, # Need to increase frame length to allow decay to 0\n", + " num_averages = 30,\n", + " excitation = 'burst random',\n", + " references = reference_dofs,\n", + " responses = response_dofs,\n", + " signal_fraction = 0.5\n", + " )\n", + "all_signals = np.concatenate((reference_burst_mimo,response_burst_mimo))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" + ] + }, + { + "cell_type": "markdown", + "id": "c712e9df", + "metadata": {}, + "source": [ + "We can set up the `SignalProcessingGUI` similarly to the Random case, except we will set no overlap nor window function in this case.\n", + "\n", + "![mimo_br_spgui.png](figures/mimo_br_spgui.png)\n", + "\n", + "We see that the frequency response function and coherence both look very good in this case.\n", + "\n", + "![frf_br.png](figures/frf_br.png)\n", + "\n", + "![coherence_br.png](figures/coherence_br.png)\n", + "\n", + "\n", + "### Impulse Excitation\n", + "\n", + "The previous sections all discussed various types of signals you could play into a system using a shaker to excite the structure. However setting up and aligning a shaker can be non-trivial. For many \"simple\" modal tests, it is much less effort to simply use an impact hammer to apply an impulse to the structure. An impulse will result in broadband excitation of the system over which frequency response functions can be computed.\n", + "\n", + "One disadvantage of an impulse hammer is it is much more difficult to precisely set the bandwidth of the excitation. While the user can chose, for example, the stiffness of a hammer tip (a harder tip will result in a higher-frequency excitation), it is nearly impossible to, for example, cut off the excitation content at exactly 300 Hz. For this reason, impact testing practitioners must be keenly aware of the concept of aliasing in their signals, which occurs when there is excitation or system response past the Nyquist frequency of the test. Particularly when using a modern data acquisition system with high-quality antialiasing filters, this is less of an issue than it has been in the past. However, one must still be aware that antialiasing filters are not perfect, so it is unwise to excite significantly past the bandwidth of interest. One must be especially aware if using a data acquisition system that is already discrete, such as imaging with a high speed camera, or downsampling already acquired data, as there is no anti-aliasing filter in this case." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "5463f88e", + "metadata": {}, + "outputs": [], + "source": [ + "# Single-reference\n", + "response_impact,reference_impact = modal_system.simulate_test(\n", + " bandwidth = 1000,\n", + " frame_length = 1000,\n", + " num_averages = 10,\n", + " excitation = 'hammer',\n", + " references = reference_dofs[0],\n", + " responses = response_dofs,\n", + " excitation_max_frequency = 500,\n", + " extra_time_between_frames = 1.5\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "39818038", + "metadata": {}, + "source": [ + "It is often useful to look at the frequency response of the impact to evaluate the potential for aliasing, as well as to ensure there is significant content over the frequency band of interest." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2780fda3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Extract just the first measurement frame\n", + "first_frame = reference_impact.extract_elements(slice(3000,4000))\n", + "ax = first_frame.plot()\n", + "ax.set_ylabel('Time Response')\n", + "ax.set_xlabel('Time (s)')\n", + "first_frame_fft = first_frame.fft()\n", + "ax = first_frame_fft.plot()\n", + "ax[0].set_ylabel('Frequency Response\\nPhase')\n", + "ax[0].set_xlabel('Frequency (Hz)')\n", + "ax[1].set_ylabel('Frequency Response\\nMagnitude')\n", + "ax[1].set_xlabel('Frequency (Hz)')\n", + "ax[1].set_ylim(1e-4,1e1);" + ] + }, + { + "cell_type": "markdown", + "id": "45f86dc9", + "metadata": {}, + "source": [ + "One can see that the frequency content of an impact tends to \"roll off\" slowly over frequency, and that there are significant dips in the frequency response. There is therefore no frequency where the effect of aliasing is identically 0, so one must determine when the roll-off is \"good enough\". Similarly one also must decide what \"good enough\" is when evaluating the frequency content over the bandwidth of interest. There are several \"rules of thumb\" that have evolved over the years (for example, the autospectrum of the excitation must not drop by more than 2 orders of magnitude (100x) over the frequency band of interest). However, with the advent of low-noise, 24-bit data acquisition systems, these rules have become more flexible.\n", + "\n", + "When computing frequency response functions, we will generally want the impact to occur near the start of the measurement frame. For this reason, we often implement triggering of the data acquisition system based on the detection of the impulse. A pre-trigger (a small portion of the measurement frame kept before the trigger) is often added to ensure the entire impulse is capture. Most modern data acquisition systems can be triggered using the impulse. However, if triggering of the data acquisition system is not available, we can simply record the time data and then split the measurement up into measurement frames after the fact. While this second approach is more effort, it is also more flexible, as it gives the user the opportunity to change the measurement frame length and other signal processing parameters without re-running the test. We will assume we have the latter case here, and the `SignalProcessingGUI` can be used to set up the triggering." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "20a27029", + "metadata": {}, + "outputs": [ + ], + "source": [ + "all_signals = np.concatenate((reference_impact,response_impact))\n", + "spgui = sdpy.SignalProcessingGUI(all_signals);" + ] + }, + { + "cell_type": "markdown", + "id": "f775f875", + "metadata": {}, + "source": [ + "We can set up the `SignalProcessingGUI` to use Triggering and set the trigger channel to the force and set the levels appropriately. We ensure the measurement frame is long enough to capture the signal. Here we zoom into a single measurement frame rather than showing all frames.\n", + "\n", + "![impact_spgui.png](figures/impact_spgui.png)\n", + "\n", + "We see that the frequency response function and coherence both look very good in this case except where the signal has dropped out due to the ripples. In a real test with realistic noise sources, we would eventually see the excitation and response amplitude drop below the noise floor at high frequency, so we would expect a noisy frequency response function and poor coherence at frequencies higher than we have excited.\n", + "\n", + "![frf_impact.png](figures/frf_br.png)\n", + "\n", + "![coherence_impact.png](figures/coherence_br.png)\n", + "\n", + "# Homework Problems\n", + "1. For the `modal_system` in this tutorial, compute frequency response functions for Random and Burst Random excitation signals. Compute frequency response functions for the Random signal both using a Hann window and using no window. Compare the frequency response functions. How do they differ, particularly at the lower modes of the system? What would you expect to happen to the damping estimate of the system in each case?\n", + "\n", + "2. Compute a frequency response function of an impulse signal for the `modal_system` in this tutorial. Investigate what happens if the entire signal is not included in the measurement frame. Add an Exponential window to the signal to artificially reduce the signal to zero by the end of the frame. How do the frequency response functions from the windowed and un-windowed short measurement frame compare to the un-windowed measurement frame that contains the entire response?\n", "\n", - "### Impulse Excitation" + "3. Add noise to the signals in each of the examples in this tutorial. Where do each of the excitation techniques break down if noise is present? Modify the number of averages of each signal and see how the noise on the FRF changes." ] } ], diff --git a/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_br.png b/docs/source/modal_tutorials/Modal_05_Experimental_Modal_Analysis/figures/coherence_br.png new file mode 100644 index 0000000000000000000000000000000000000000..36765c2fda096692678013dd1d1aaa3b301c86d0 GIT binary patch literal 26906 zcmd43WmHsq|2{l`h>CzHNC^mtD2V^Gsb3 z=ykrB@N)$R_4RR=V5&u}$)iL?6A`Yk)UamQU_>Lj9UNEtg`YUBmRzOWZP_bLQSB4H zcTU8!AWFBNsjA%R5Loc*!_rwb$___VsG`R8<+^9{Sg$~Rd2POMC1E@Yk(T>9UPmJW zX~urqLw{f8`U{niW_~P4cC^*)v0dIXo7Bl~y$*)-?nkbEjq8U|85q5_j)@s0nCXVZ zi$@1#wPzEDHA*+DPIuY_j=}^SVK5`9AVWjLuVtQ_=c|)N`i*<<1x_p{?*?q1hOpD+ z9ai<%dI}ti4#byF9BZ7EZqZzv;~Ps$3hXS{1CLHF&M%PLbaGxO)i5}(?sLK+ENV3u z{F8TG5odhHU`cZE+Kw_$fzt_c)ne`A?XojN15Ek(K=Sjg8uBw)z9;hfhb<`g4fAV` zSAx!lf~vpTi9re=ZBNm3XmkeTW%$yXf%D9a9mIDqM9p^%1adE=)JFk<9=wePEy!JHeLN2J>$5)8_D~{`y#~cY3PlTePa*t6O6%D)JLGVm~-y3Zq8Ox^<#{mttW#9Mm` 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a/src/sdynpy/core/sdynpy_data.py b/src/sdynpy/core/sdynpy_data.py index 271d973..42e691f 100644 --- a/src/sdynpy/core/sdynpy_data.py +++ b/src/sdynpy/core/sdynpy_data.py @@ -47,15 +47,19 @@ from matplotlib.gridspec import GridSpec from copy import copy, deepcopy from datetime import datetime -from PyQt5 import QtWidgets, uic, QtGui -from PyQt5.QtGui import QIcon, QFont -from PyQt5.QtCore import Qt, QCoreApplication, QRect -from PyQt5.QtWidgets import (QToolTip, QLabel, QPushButton, QApplication, +from qtpy import QtWidgets, uic, QtGui +from qtpy.QtGui import QIcon, QFont +from qtpy.QtCore import Qt, QCoreApplication, QRect +from qtpy.QtWidgets import (QToolTip, QLabel, QPushButton, QApplication, QGroupBox, QWidget, QMessageBox, QHBoxLayout, QVBoxLayout, QSizePolicy, QMainWindow, QFileDialog, QErrorMessage, QListWidget, QLineEdit, QDockWidget, QGridLayout, QButtonGroup, QDialog, - QCheckBox, QRadioButton, QMenuBar, QMenu, QAction) + QCheckBox, QRadioButton, QMenuBar, QMenu) +try: + from qtpy.QtGui import QAction +except ImportError: + from qtpy.QtWidgets import QAction import pyqtgraph pyqtgraph.setConfigOption('background', 'w') pyqtgraph.setConfigOption('foreground', 'k') @@ -2330,6 +2334,30 @@ def plot_magnitude_coherence_phase(self,compare_data = None,plot_axes=False, ax[i,j].set_xticklabels([]) ax[i,j].tick_params(axis='x',direction='in') ax[i,j].tick_params(axis='y',direction='in') + + def to_rattlesnake_specification(self,filename,coordinate_order = None, + min_frequency = None, + max_frequency = None): + if coordinate_order is not None: + coordinate_array = outer_product(coordinate_order) + reshaped_data = self[coordinate_array] + else: + if self.ndim != 2: + raise ValueError('CPSD Matrix must be 2D to transform to rattlesnake specification') + if self.shape[0] != self.shape[1]: + raise ValueError('CPSD Matrix must be square') + if not np.all(self.coordinate[...,0] == self.coordinate[...,1].T): + raise ValueError('Row and column coordinates of the CPSD matrix are not ordered identically') + reshaped_data = self + if min_frequency is not None or max_frequency is not None: + if min_frequency is None: + min_frequency = -np.inf + if max_frequency is None: + max_frequency = np.inf + reshaped_data = reshaped_data.extract_elements_by_abscissa(min_frequency,max_frequency) + np.savez(filename, + f = reshaped_data[0,0].abscissa, + cpsd = np.moveaxis(reshaped_data.ordinate,-1,0)) class PowerSpectrumArray(NDDataArray): """Data array used to store power spectra arrays""" @@ -3378,7 +3406,6 @@ def __init__(self, parent=None, width=5, height=4, dpi=100): FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding) FigureCanvas.updateGeometry(self) - class MPLMultiCanvas(FigureCanvas): # This is a custom widget that can be used to put plots into a GUI window def __init__(self, parent=None, width=5, height=4, dpi=100, subplots=(1, 1), ignore_subplots=[]): @@ -3398,7 +3425,6 @@ def __init__(self, parent=None, width=5, height=4, dpi=100, subplots=(1, 1), ign FigureCanvas.setSizePolicy(self, QSizePolicy.Expanding, QSizePolicy.Expanding) FigureCanvas.updateGeometry(self) - class CPSDPlot(QMainWindow): class DataType(Enum): diff --git a/src/sdynpy/core/sdynpy_geometry.py b/src/sdynpy/core/sdynpy_geometry.py index 7271cfa..2b97c6e 100644 --- a/src/sdynpy/core/sdynpy_geometry.py +++ b/src/sdynpy/core/sdynpy_geometry.py @@ -31,6 +31,10 @@ import vtk from qtpy import uic, QtCore from qtpy.QtGui import QKeySequence +try: + from qtpy.QtGui import QAction +except ImportError: + from qtpy.QtWidgets import QAction from qtpy.QtWidgets import QApplication, QMainWindow, QSizePolicy, QFileDialog, QMenu from .sdynpy_array import SdynpyArray from .sdynpy_colors import colormap, coord_colormap @@ -343,7 +347,8 @@ def __init__(self, geometry, displacement_data, displacement_scale=1.0, self.animation_speed = 1.0 self.last_time = time.time() - super(TransientPlotter, self).__init__(show, app, window_size, off_screen, + super(TransientPlotter, self).__init__(show, app, None if window_size is None else tuple(window_size), + off_screen, allow_quit_keypress, toolbar, menu_bar, editor, update_app_icon, **kwargs) @@ -512,15 +517,30 @@ def add_menu_bar(self) -> None: scaling_menu = shape_menu.addMenu('Scaling') scaling_menu.addAction('1/4x', self.select_scaling_0p25) scaling_menu.addAction('1/2x', self.select_scaling_0p5) - scaling_menu.addAction('0.8x', self.select_scaling_0p8, QKeySequence(',')) - scaling_menu.addAction('Reset', self.select_scaling_1, QKeySequence('/')) - scaling_menu.addAction('1.25x', self.select_scaling_1p25, QKeySequence('.')) + self.scale_0p8_action = QAction('0.8x') + self.scale_0p8_action.triggered.connect(self.select_scaling_0p8) + self.scale_0p8_action.setShortcut(QKeySequence(',')) + scaling_menu.addAction(self.scale_0p8_action) + self.scale_reset_action = QAction('Reset') + self.scale_reset_action.triggered.connect(self.select_scaling_1) + self.scale_reset_action.setShortcut(QKeySequence('/')) + scaling_menu.addAction(self.scale_reset_action) + self.scale_1p25_action = QAction('1.25x') + self.scale_1p25_action.triggered.connect(self.select_scaling_1p25) + self.scale_1p25_action.setShortcut(QKeySequence('.')) + scaling_menu.addAction(self.scale_1p25_action) scaling_menu.addAction('2x', self.select_scaling_2p0) scaling_menu.addAction('4x', self.select_scaling_4p0) speed_menu = shape_menu.addMenu('Animation Speed') - speed_menu.addAction('0.8x', self.select_speed_0p8, QKeySequence(';')) + self.speed_0p8_action = QAction('0.8x') + self.speed_0p8_action.triggered.connect(self.select_speed_0p8) + self.speed_0p8_action.setShortcut(QKeySequence(';')) + speed_menu.addAction(self.speed_0p8_action) speed_menu.addAction('Reset', self.select_speed_1) - speed_menu.addAction('1.25x', self.select_speed_1p25, QKeySequence("'")) + self.speed_1p25_action = QAction('1.25x') + self.speed_1p25_action.triggered.connect(self.select_speed_1p25) + self.speed_1p25_action.setShortcut(QKeySequence("'")) + speed_menu.addAction(self.speed_1p25_action) shape_menu.addSeparator() self.plot_abscissa_action = pvqt.plotting.QAction('Show Abscissa', checkable=True) shape_menu.addAction(self.plot_abscissa_action) @@ -1040,15 +1060,30 @@ def add_menu_bar(self) -> None: scaling_menu = shape_menu.addMenu('Scaling') scaling_menu.addAction('1/4x', self.select_scaling_0p25) scaling_menu.addAction('1/2x', self.select_scaling_0p5) - scaling_menu.addAction('0.8x', self.select_scaling_0p8, QKeySequence(',')) - scaling_menu.addAction('Reset', self.select_scaling_1, QKeySequence('/')) - scaling_menu.addAction('1.25x', self.select_scaling_1p25, QKeySequence('.')) + self.scale_0p8_action = QAction('0.8x') + self.scale_0p8_action.triggered.connect(self.select_scaling_0p8) + self.scale_0p8_action.setShortcut(QKeySequence(',')) + scaling_menu.addAction(self.scale_0p8_action) + self.scale_reset_action = QAction('Reset') + self.scale_reset_action.triggered.connect(self.select_scaling_1) + self.scale_reset_action.setShortcut(QKeySequence('/')) + scaling_menu.addAction(self.scale_reset_action) + self.scale_1p25_action = QAction('1.25x') + self.scale_1p25_action.triggered.connect(self.select_scaling_1p25) + self.scale_1p25_action.setShortcut(QKeySequence('.')) + scaling_menu.addAction(self.scale_1p25_action) scaling_menu.addAction('2x', self.select_scaling_2p0) scaling_menu.addAction('4x', self.select_scaling_4p0) speed_menu = shape_menu.addMenu('Animation Speed') - speed_menu.addAction('0.8x', self.select_speed_0p8, QKeySequence(';')) + self.speed_0p8_action = QAction('0.8x') + self.speed_0p8_action.triggered.connect(self.select_speed_0p8) + self.speed_0p8_action.setShortcut(QKeySequence(';')) + speed_menu.addAction(self.speed_0p8_action) speed_menu.addAction('Reset', self.select_speed_1) - speed_menu.addAction('1.25x', self.select_speed_1p25, QKeySequence("'")) + self.speed_1p25_action = QAction('1.25x') + self.speed_1p25_action.triggered.connect(self.select_speed_1p25) + self.speed_1p25_action.setShortcut(QKeySequence("'")) + speed_menu.addAction(self.speed_1p25_action) shape_menu.addSeparator() self.plot_comments_action = pvqt.plotting.QAction('Show Comments', checkable=True) self.plot_comments_action.triggered.connect(self.show_comment) @@ -3200,7 +3235,7 @@ def plot(self, node_size: int = 5, line_width: int = 1, opacity=1.0, view_up=Non faces=None if len( face_element_connectivity) == 0 else face_element_connectivity, lines=None if len(line_connectivity) == 0 else line_connectivity) - face_mesh.cell_arrays['color'] = line_colors + face_element_colors + face_mesh.cell_data['color'] = line_colors + face_element_colors plotter.add_mesh(face_mesh, scalars='color', cmap=colormap, clim=[0, 15], show_edges=show_edges, # True if line_width > 0 else False, @@ -3213,7 +3248,7 @@ def plot(self, node_size: int = 5, line_width: int = 1, opacity=1.0, view_up=Non np.array(solid_element_connectivity), np.array(solid_element_types, dtype='uint8'), np.array(global_node_positions)) - solid_mesh.cell_arrays['color'] = solid_element_colors + solid_mesh.cell_data['color'] = solid_element_colors plotter.add_mesh(solid_mesh, scalars='color', cmap=colormap, clim=[0, 15], show_edges=show_edges, # True if line_width > 0 else False, @@ -3222,7 +3257,7 @@ def plot(self, node_size: int = 5, line_width: int = 1, opacity=1.0, view_up=Non if node_size > 0: point_mesh = pv.PolyData(global_node_positions) - point_mesh.cell_arrays['color'] = node_colors + point_mesh.cell_data['color'] = node_colors plotter.add_mesh(point_mesh, scalars='color', cmap=colormap, clim=[0, 15], show_edges=show_edges, # True if line_width > 0 else False, show_scalar_bar=False, point_size=node_size, @@ -3308,9 +3343,9 @@ def build_coord_mesh(coordinates, geom): global_deflections = global_deflection(coordinate_systems, local_deformations, points) # Now add the point array to the mesh coord_mesh = pv.PolyData(points) - coord_mesh.point_arrays['Coordinates'] = global_deflections - coord_mesh.point_arrays['Direction'] = abs(coordinates.direction) - coord_mesh.point_arrays['Node ID'] = nodes + coord_mesh.point_data['Coordinates'] = global_deflections + coord_mesh.point_data['Direction'] = abs(coordinates.direction) + coord_mesh.point_data['Node ID'] = nodes return coord_mesh, points, global_deflections coordinates = coordinates.flatten() diff --git a/src/sdynpy/core/sdynpy_system.py b/src/sdynpy/core/sdynpy_system.py index 336a857..bd9d07d 100644 --- a/src/sdynpy/core/sdynpy_system.py +++ b/src/sdynpy/core/sdynpy_system.py @@ -1385,7 +1385,7 @@ def simulate_test( if num_signals > 1: print( 'Warning: Hammer impact generally not recommended for multi-reference excitation, consider multi-hammer instead') - pulse_width = 2 / bandwidth + pulse_width = 2 / (bandwidth if excitation_max_frequency is None else excitation_max_frequency) signal_length = int(frame_length * integration_oversample * num_averages + (num_averages + 1) * extra_time_between_frames * sample_rate + 2 * pulse_width * sample_rate) pulse_times = np.arange(num_averages)[ diff --git a/src/sdynpy/fileio/sdynpy_rattlesnake.py b/src/sdynpy/fileio/sdynpy_rattlesnake.py index 1ca455a..48728d4 100644 --- a/src/sdynpy/fileio/sdynpy_rattlesnake.py +++ b/src/sdynpy/fileio/sdynpy_rattlesnake.py @@ -27,7 +27,7 @@ import pandas as pd -def read_rattlesnake_output(file, coordinate_override_column=None): +def read_rattlesnake_output(file, coordinate_override_column=None, read_only_indices = None): """ Reads in a Rattlesnake data file and returns the time history array as well as the channel table @@ -49,30 +49,34 @@ def read_rattlesnake_output(file, coordinate_override_column=None): ds = nc4.Dataset(file, 'r') elif isinstance(file, nc4.Dataset): ds = file - output_data = np.array(ds['time_data'][:]) + if read_only_indices is None: + read_only_indices = slice(None) + output_data = np.array(ds['time_data'][read_only_indices]) abscissa = np.arange(output_data.shape[-1]) / ds.sample_rate if coordinate_override_column is None: nodes = [int(''.join(char for char in node if char in '0123456789')) - for node in ds['channels']['node_number'][:]] - directions = np.array(ds['channels']['node_direction'][:], dtype='fil', mode_shapes, 1 / Z, input_mode_shapes) + if mode_shapes is not None: + if input_mode_shapes is None: + input_mode_shapes = mode_shapes + H = np.einsum('ij,fj,lj->fil', mode_shapes, 1 / Z, input_mode_shapes) + else: + H = 1/Z if frf_type in ['vel', 'velocity']: - H = 1j * (2 * np.pi * frequencies[:, np.newaxis, np.newaxis]) * H + if np.ndim(H) == 3: + H = 1j * (2 * np.pi * frequencies[:, np.newaxis, np.newaxis]) * H + elif np.ndim(H) == 2: + H = 1j * (2 * np.pi * frequencies[:, np.newaxis]) * H + # num = [1,0] elif frf_type in ['accel', 'acceleration']: - H = -(2 * np.pi * frequencies[:, np.newaxis, np.newaxis])**2 * H - + if np.ndim(H) == 3: + H = -(2 * np.pi * frequencies[:, np.newaxis, np.newaxis])**2 * H + elif np.ndim(H) == 2: + H = -(2 * np.pi * frequencies[:, np.newaxis])**2 * H return H - def timedata2frf(references, responses, dt=1, samples_per_average=None, overlap=0.0, method='H1', window=np.array((1.0,)), response_fft=lambda array: np.fft.rfft(array, axis=-1), From b05947ffef265a1e1b4c69df65798a1f7b2d8475 Mon Sep 17 00:00:00 2001 From: Rohe Date: Mon, 6 Feb 2023 11:31:38 -0700 Subject: [PATCH 09/10] Update setup.py for Mac M1 chip to use PyQt6 --- setup.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/setup.py b/setup.py index dd8a315..e3111b5 100644 --- a/setup.py +++ b/setup.py @@ -46,7 +46,9 @@ def get_ui_files(directory): "numpy", "scipy", "matplotlib", - "PyQt5", + "qtpy", + "PyQt6; sys_platform=='darwin'", + "PyQt5; sys_platform!='darwin'", "pyqtgraph", "netCDF4", "pandas", From 3685ece21502e50b582b4a81fd8846f518e6145a Mon Sep 17 00:00:00 2001 From: Rohe Date: Mon, 6 Feb 2023 11:50:11 -0700 Subject: [PATCH 10/10] v0.6.0 updates --- .../example_problems/mimo_random_vibration_control.rst | 2 +- tests/geometry_test.py | 8 ++++++-- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/docs/source/example_problems/mimo_random_vibration_control.rst b/docs/source/example_problems/mimo_random_vibration_control.rst index 977462b..7af9ebb 100644 --- a/docs/source/example_problems/mimo_random_vibration_control.rst +++ b/docs/source/example_problems/mimo_random_vibration_control.rst @@ -285,7 +285,7 @@ the general equation .. math:: - \mathbf{H}^+ = \left(\mathbf{H}^T\mathbf{W}^T\mathbf{W}\mathbf{H}+\lambda\mathbf{\Sigma}\right)^{-1}\mathbf{H}^T\mathbf{W}^T + \mathbf{H}^+ = \left(\mathbf{H}^H\mathbf{W}^H\mathbf{W}\mathbf{H}+\lambda\mathbf{\Sigma}\right)^{-1}\mathbf{H}^H\mathbf{W}^H\mathbf{W} where :math:`\mathbf{H}` is the frequency response function matrix, :math:`\mathbf{W}` is a response weighting matrix, :math:`\lambda` is the input diff --git a/tests/geometry_test.py b/tests/geometry_test.py index 1aa4b55..99a20e7 100644 --- a/tests/geometry_test.py +++ b/tests/geometry_test.py @@ -19,8 +19,6 @@ def cartesian_geometry(): coordinates = np.linspace(-1,1,5) all_coords = np.array(np.meshgrid(coordinates,coordinates,coordinates,indexing='ij')).reshape(3,-1).T - # Scale so they are different lengths - all_coords *= np.array((1.1,1.0,0.9)) node_ids = np.arange(all_coords.shape[0])+1 rotation = sdpy.rotation.R(2,20,degrees=True)@sdpy.rotation.R(1,-30,degrees=True)@sdpy.rotation.R(0,-45,degrees=True) translation = np.array(((0.0,2.0,1.0),)) @@ -98,6 +96,12 @@ def test_node_indexing(cartesian_geometry): scalar_node = cartesian_geometry.node(scalar_id) check_nodes = cartesian_geometry.node[indices] check_scalar_node = cartesian_geometry.node[scalar_index] + nodes_by_reduction = cartesian_geometry.node.reduce(ids) + scalar_node_by_reduction = cartesian_geometry.node.reduce(scalar_id) assert np.all(nodes == check_nodes) assert np.all(check_scalar_node == scalar_node) + assert np.all(nodes_by_reduction == check_nodes) + assert np.all(check_scalar_node == scalar_node_by_reduction) + with pytest.raises(ValueError): + cartesian_geometry.node(1000) \ No newline at end of file

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