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data.js
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var data = [
// { input: [], output: [] }
];
var dataToPredictAmperage = [
// { input: [], output: [] }
];
var dataToPredictCharge = [
// { input: [], output: [] }
];
AMBIENT_MAX = 115;
SH_MAX = 100;
SC_MAX = 100;
LT_MAX = 100;
HT_MAX = AMBIENT_MAX + 40;
AMP_MAX = 1;
CHARGE_MAX = 1;
TOTAL_CHARGE_MAX = 10;
DATA_VER = 19.0710;
`
85 22 5.2 14.3 60 233 34 112 28.8 21 0.7291666667 0 0 1 0 0 0 0
82 410a 12.4 8 112.7 319.7 37.2 100 26.4 12.2 0.4621212121 0 0 0 0 0 0 0
82 410a 10 8 108 318 35 99.5 26.4 12.2 0.4621212121 0 0 0 0 0 0 0
90 22 80.9 14 18.9 235 -7.2 113 23 16 0.6956521739 0 0 0 0 0 1 0
95 22 79 0 18 179 -7.9 94 18 11 0.6111111111 0 1 0 0 0 0 0
84 407c 12.8 3.7 68 211 43 104 18 11 0.6111111111 0 0 0 0 1 0 0
78 22 2.5 9.9 63 180 39.9 94.6 19.2 12 0.625 0 0 0.5 0.5 0 0 0
92 22 55.5 3.8 42 249 23.8 115.6 #DIV/0! 0 1 0 0 0 0 0
85 22 19 13 70 255 44.6 117.3 #DIV/0! 0 0 0 0 0 0 0
97 410a 11 36.3 134.4 489 46 131.9 16 13 0.8125 0 0 1 0 0 0 0
97 410a 15.5 13.2 133.6 363.1 46 109 #DIV/0! 0 0 0 0 0 0 0
85 407c 13.5 7.7 72.7 260.6 45.4 109.7 #DIV/0! 0 0 0 0 0 0 0
88 22 2.1 4.5 70 260 43 115 13.7 11.5 0.8394160584 0.5 0 0 0 0 0 1
95 410a 32 0.7 124.1 349 42 107 12.9 7.5 0.5813953488 0 1 0 0 0 0 0
98 410a 12 10 50 111 16.5 10.4 0.6303030303 0 0 0 0 0 0 0
94 407c 13 17 46 126 11.6 8.1 0.6982758621 0 0 0.5 0 0 0 0
92 22 5 18 51 128 11.6 9.8 0.8448275862 0 0 1 0 0 0 0
98 22 41 16 43 127 11.6 9.2 0.7931034483 0 0 0 0 0 1 0 maybe not restriction, just proceed to flush &load
98 22 38 15 46 129 11.6 9.3 0.8017241379 1 0 0 0 0 1 0 "
105 22 4 10 46 125 1 0.67 0.67 0 0 0 0 0 0 0
100 22 12 24 46 140 14 18 1.285714286 1 0 1 0 0 1 0 "
##100 407c 17 7 48 131 14 13.7 0.9785714286 1 0.5 0 0 0 0 0
86 410a 60 0 18 86 1 0.5 0.5 0 1 0 0 0 0 0
103 22 4 12 36.6 115.2 #DIV/0! 0 0 0 0.5 0 0 0
87 407c 3.4 6.4 50 96 16.6 11 0.6626506024 0 AMP PREDICTION AMP PREDICTION
100 407c 17 7 48 131 14 13.7 0.9785714286 1 AMP PREDICTION AMP PREDICTION
95 410a 32 0.7 124.1 349 42 107 12.9 7.5 0.5813953488 0 AMP PREDICTION AMP PREDICTION
103 22 45 5 28 122 16.8 12.8 0.7619047619 5.8125 0.2064516129 1 1 0 0 0 0 0
94 407c 14.3 12.5 51.2 121.7 #DIV/0! 0 0 0 0 0 0 0
85 TEACH 25 11 33 100 0.7 #DIV/0! 0 0 0 0 0 0 0
75 TEACH 33 8 33 90 0.65 #DIV/0! 0 0 0 0 0 0 0
65 TEACH 45 6 33 80 0.58 #DIV/0! 0 0 0 0 0 0 0
110 TEACH 3 13 33 100 0.83 #DIV/0! 0 0 0 0 0 0 0
104 410a 48.7 3.3 6.5 100.7 1 0.73 0.73 4 0.65 0 1 0 0 0 0 0
88 TEACH 48.6 10.2 29.2 92.6 1 0.8 0.8 0 1 0 0 0 1 0
88 407c 70.4 0.7 6.6 103 26.6 19 0.7142857143 6.8 0.39 1 1 0 0 0 0 0
88 407c 64.1 0.8 14.6 105.7 26.6 20.1 0.7556390977 6.8 0.31 1 1 0 0 0 0 0
88 407c 61.2 0.9 16.2 106.3 26.6 20.2 0.7593984962 6.8 0.235 1 1 0 0 0 0 0
88 407c 53.2 1.7 20.9 109 26.6 20.38 0.7661654135 6.8 0.1617 1 1 0 0 0 0 0
88 407c 41 3.1 25.9 110.3 26.6 20.4 0.7669172932 6.8 0.088 1 1 0 0 0 0 0
88 407c 20.4 5.43 29 113.9 26.6 20.5 0.7706766917 6.8 0.014 1 1 0 0 0 0 0
88 407c 16 6.3 30 115.6 26.6 21.3 0.8007518797 6.8 1 0 0 0 0 0 0
95 410a 65.2 1.4 20.5 96.2 #DIV/0! 8.5 0.3529411765 0 1 0 0 0 0 0
87 407c 46.4 8.5 25.1 102.9 #DIV/0! 0.84 0.1636363636 0 1 0 0.8 1 0.6 0
`.split('\n').forEach(line => {
if (!line.length) return;
let tabs = line.split('\t');
let ambient = parseFloat(tabs[0]);
let sh = parseFloat(tabs[2]);
let sc = parseFloat(tabs[3]);
let lt = parseFloat(tabs[6]);
let ht = parseFloat(tabs[7]);
let amp = parseFloat(tabs[10]) || 0;
// console.log([ambient, sh, sc, lt, ht]);
let totalCharge = parseFloat(tabs[11]);
let chargeRatio = parseFloat(tabs[12]);
let underCharge = parseFloat(tabs[14]);
let overCharge = parseFloat(tabs[15]);
let lowIndoorFlow = parseFloat(tabs[16]);
let dirtyCoil = parseFloat(tabs[17]);
let restriction = parseFloat(tabs[18]);
let txvStuckOpen = parseFloat(tabs[19]);
if (isNaN(ambient) || isNaN(sh) || isNaN(sc) || isNaN(lt) || isNaN(ht))
return;
if (amp)
dataToPredictAmperage.push({input: [normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX)],
output: [normalize(amp, AMP_MAX)]});
if (!isNaN(totalCharge) && !isNaN(chargeRatio))
dataToPredictCharge.push({input: [normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX),
normalize(amp, AMP_MAX),
normalize(totalCharge, TOTAL_CHARGE_MAX)],
output: [normalize(chargeRatio, CHARGE_MAX)]});
if (isNaN(underCharge) || isNaN(overCharge) || isNaN(lowIndoorFlow) || isNaN(dirtyCoil) || isNaN(restriction) || isNaN(txvStuckOpen))
return;
data.push({input: [normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX),
normalize(amp, AMP_MAX)],
output: [underCharge, overCharge, lowIndoorFlow, dirtyCoil, restriction, txvStuckOpen]});
});
function activate(ambient, sh, sc, lt, ht, net) {
if (isNaN(net)) {
net.clear();
return net.activate([normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX)]);
}
network.clear();
let results = network.activate([normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX),
normalize(net, AMP_MAX)]).map(x => (Math.round(x * 100)));
return results;
}
function activateChargeNetwork(ambient, sh, sc, lt, ht, amp, total) {
networkToPredictCharge.clear();
let results = networkToPredictCharge.activate([normalize(ambient, AMBIENT_MAX),
normalize(sh, SH_MAX),
normalize(sc, SC_MAX),
normalize(lt, LT_MAX),
normalize(ht, HT_MAX),
normalize(amp, AMP_MAX),
normalize(total, TOTAL_CHARGE_MAX)]).map(x => (Math.round(x * 100)));
return results;
}
function test(ambient, sh, sc, lt, ht, amp) {
let results = activate(ambient, sh, sc, lt, ht, amp);
return `Undercharge: ${results[0]}%, Overcharge: ${results[1]}%,
Low Indoor Flow: ${results[2]}%, Dirty coil: ${results[3]}%,
Restriction: ${results[4]}%, TXV Stuck Open: ${results[5]}%`;
}