Heating controller with neural thermal model written in Python
Jacek Kowalski
2018-06-24 425bf71fc0b24b547006686d83404c54b983de0b
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RESULT past_1_1_linear 1.367590185828142 0.2376087005693177 3.34042
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 3.4931920000000005
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.066729
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.0609150000000005
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6264399999999999
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6208149999999999
RESULT past_1_1_neural_300 1.5141750335693374 0.24005293357006918 400.74769200000003
RESULT fore_1_1_neural_300 1.4589344024658217 0.21286262884550133 401.52054300000003
RESULT past_1_5_neural_300 1.7527927398681626 0.29685715836014237 80.662077
RESULT fore_1_5_neural_300 3.2670697021484365 0.8140641099850725 80.69211899999999
RESULT past_1_15_neural_300 2.837374114990233 3.1426732182532424 27.524953
RESULT fore_1_15_neural_300 2.94008354187012 4.639238224801361 27.571197
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.414581
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.832191999999999
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.0937430000000001
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1493829999999994
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6327579999999999
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6456520000000001
RESULT past_5_1_neural_300 1.2478084564208984 0.2012877354234349 413.21706
RESULT fore_5_1_neural_300 1.2591609954833984 0.14632484070622986 420.203121
RESULT past_5_5_neural_300 0.9737464904785149 0.13539579306854166 83.39478
RESULT fore_5_5_neural_300 1.1976203918457031 0.2830348908368459 83.86689299999999
RESULT past_5_15_neural_300 1.347950642903644 0.16914541804336974 27.871825
RESULT fore_5_15_neural_300 0.8319479878743472 0.12941774398950942 28.447233
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.592232
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.451805
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.124187
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.2131549999999995
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6492390000000001
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.6848580000000002
RESULT past_10_1_neural_300 1.905008316040039 1.1356367238068987 421.577575
RESULT fore_10_1_neural_300 2.987274932861329 2.9399957072178777 449.343828
RESULT past_10_5_neural_300 2.4382488250732415 2.601793420819182 85.69811200000001
RESULT fore_10_5_neural_300 3.497273635864257 7.430600493925787 91.12008300000001
RESULT past_10_15_neural_300 1.6353230539957657 0.6323050104519006 28.280267000000002
RESULT fore_10_15_neural_300 1.2190575663248673 0.20847657457629754 30.584825000000002
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.8364200000000004
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.210251999999999
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.159305
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.327166
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.6809130000000001
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7322729999999997
RESULT past_15_1_neural_300 1.7458522796630866 0.45646927326096587 424.337375
RESULT fore_15_1_neural_300 3.1988918304443352 2.4683739478012496 491.92921800000005
RESULT past_15_5_neural_300 1.75246353149414 0.9175632971117547 85.519461
RESULT fore_15_5_neural_300 2.5962059020996087 1.9297295028217802 97.737774
RESULT past_15_15_neural_300 2.4350147247314453 1.5207080444862664 29.169724000000002
RESULT fore_15_15_neural_300 2.716409301757814 1.4581573166757467 33.121494000000006