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 3.576622
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 4.2441510000000005
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.290238
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.098338
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6675260000000003
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.659923
RESULT past_1_1_neural_300 1.519214248657228 0.2398597587381473 425.65508100000005
RESULT fore_1_1_neural_300 1.453418350219728 0.21308514105000548 404.658541
RESULT past_1_5_neural_300 1.8071331024169908 0.3192364987085131 81.186576
RESULT fore_1_5_neural_300 3.1025818634033193 0.7210922364883648 81.265077
RESULT past_1_15_neural_300 2.8691143035888658 3.199578249139005 27.887885
RESULT fore_1_15_neural_300 2.955018997192383 4.620500155612549 28.141728
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.4838620000000002
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.885503
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.085075
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1168360000000002
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6537569999999999
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6475929999999996
RESULT past_5_1_neural_300 1.125722885131836 0.1859653586288621 409.94362199999995
RESULT fore_5_1_neural_300 1.086843490600586 0.14463270833230563 416.80375499999997
RESULT past_5_5_neural_300 1.068318557739257 0.1359743907801162 83.779226
RESULT fore_5_5_neural_300 0.9378792572021482 0.10057347920812976 84.476709
RESULT past_5_15_neural_300 1.325033849080402 0.1707564402748102 27.619894000000002
RESULT fore_5_15_neural_300 0.8775693003336613 0.10978103114322697 28.227025
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.5603320000000003
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.388809
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.1094050000000002
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.2081230000000005
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6602889999999999
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.6732169999999997
RESULT past_10_1_neural_300 1.4396846771240241 0.36778595336344894 421.183204
RESULT fore_10_1_neural_300 2.999340057373047 4.380822575221247 451.418155
RESULT past_10_5_neural_300 1.9788982391357415 1.4533098163395624 85.263567
RESULT fore_10_5_neural_300 2.7917243957519524 4.514341116810387 91.00734700000001
RESULT past_10_15_neural_300 1.3590817515055313 0.37508862600842796 28.34169
RESULT fore_10_15_neural_300 1.7947212219238295 0.6615135404029088 30.340446
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.7254240000000003
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.108026000000001
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.1453859999999998
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.3364049999999992
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.653133
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7186820000000003
RESULT past_15_1_neural_300 2.0990440368652337 1.6378554807361256 426.559418
RESULT fore_15_1_neural_300 1.8235733032226555 1.0865037694804027 493.98485000000005
RESULT past_15_5_neural_300 1.486766052246093 0.5938970755627994 85.567263
RESULT fore_15_5_neural_300 1.956717681884765 1.4431347740957639 98.03076999999999
RESULT past_15_15_neural_300 1.596527099609375 0.4028192841137811 29.220095999999998
RESULT fore_15_15_neural_300 1.682795054117836 0.45187767182656347 33.21438500000001