Adds Inventory Forecasting demo

docs/gallery/articles/inventory_forecasting/index.md

@@ -0,0 +1,46 @@
+---
+title: Inventory Forecasting
+category: decision_support
+data-keywords: optimization scenario enterprise
+short-description: Forecast inventory levels and simulate purchasing decisions to optimize supply chain operations.
+order: 11.5
+img: inventory_forecasting/images/thumbnail.png
+---
+
+
+This application is designed to help businesses forecast inventory levels and simulate
+purchasing decisions to optimize supply chain operations. The user can input how much demand
+he expects for each item, their production and delivery time, and the minimal stock he wants to
+have. The application will then calculate the optimal purchasing decisions to satisfy the
+demand.
+
+!!! note "Taipy Enterprise edition"
+
+    Taipy provides robust, business-focused applications tailored for enterprise
+    environments. To maintain standards of security and customization, these
+    applications are proprietary like this application. If you're looking for solutions
+    that are immediately deployable and customizable to your business needs, we invite
+    you to try them out and contact us for more detailed information.
+
+
+    [Try it live](https://sap.taipy.cloud/){: .tp-btn target='blank' }
+    [Contact us](https://taipy.io/book-a-call){: .tp-btn .tp-btn--accent target='blank' }
+
+
+# Understanding the Application
+
+The user can input the following parameters for each item:
+- Expectation Factor: how much more demand is expected compared to last month,
+- Production Time: how many days it takes to produce the order,
+- Arrival Time: how many days it takes to receive the order,
+- Minimal Stock: the minimum stock level to maintain.
+
+![Data page](images/scenario.png){width=90% : .tp-image-border }
+
+After changing the parameters, the user can start the simulation by pressing the "Submit"
+button at the bottom right.
+
+The app will then show the inventory of all items, the recommended purchase orders, and the
+simulated inventory levels for each item in plots.
+
+![Scenario Creation](images/visualization.png){width=90% : .tp-image-border }

mkdocs.yml_template

@@ -256,6 +256,7 @@ nav:
       - "QSR Sales Forecasting": gallery/articles/qsr_sales_forecasting/index.md
       - "Supply Chain Monitoring": gallery/articles/supply_chain_monitoring/index.md
       - "Production Planning": gallery/articles/production_planning/index.md
+      - "Inventory Forecasting": gallery/articles/inventory_forecasting/index.md
       - "Drift Detection": gallery/articles/drift_detection/index.md
       - "Optimize Bar Cut Sizes": gallery/articles/bar_cutting/index.md
       - "Churn Classification": gallery/articles/churn_classification/index.md