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 3.3439680000000003
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 3.446313
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.082325
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.0835930000000005
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6386190000000003
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6252420000000001
RESULT past_1_1_neural_300 1.526120758056642 0.23969085629791798 397.515883
RESULT fore_1_1_neural_300 1.4447475433349624 0.21314274936103703 398.77669199999997
RESULT past_1_5_neural_300 1.7986434936523423 0.3145612330159022 81.65531700000001
RESULT fore_1_5_neural_300 3.0014065551757803 0.6960155756487434 81.831257
RESULT past_1_15_neural_300 2.8139265950520844 3.4132707790161536 27.721569
RESULT fore_1_15_neural_300 2.947629013061526 4.76621666154675 27.870823
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.3939
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.799016999999999
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.0715910000000002
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1186940000000005
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6540469999999998
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6406589999999999
RESULT past_5_1_neural_300 1.0737667083740234 0.18419897570432736 407.62103499999995
RESULT fore_5_1_neural_300 1.0005874633789062 0.16185084881641068 414.108316
RESULT past_5_5_neural_300 1.0327541351318352 0.13247155811420155 83.73431699999999
RESULT fore_5_5_neural_300 1.0576049804687493 0.14263819298141392 84.417067
RESULT past_5_15_neural_300 1.2848135884602847 0.17465874130634823 28.115092999999998
RESULT fore_5_15_neural_300 1.0393759663899722 0.10759703918933203 28.397443999999997
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.567932
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.418201
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.113198
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.205285
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6496730000000002
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.6757710000000001
RESULT past_10_1_neural_300 0.8582332611083991 0.138020052374917 425.535027
RESULT fore_10_1_neural_300 1.9363166809082024 0.9552236853210226 453.88380600000005
RESULT past_10_5_neural_300 1.103946380615234 0.21637043842628087 85.64581799999999
RESULT fore_10_5_neural_300 1.4309488677978486 0.5659561516612942 90.15128999999999
RESULT past_10_15_neural_300 1.409789505004884 0.2566190619208554 28.60173
RESULT fore_10_15_neural_300 2.136046981811525 0.985206481940541 30.675952000000002
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.753862
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.123098000000001
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.173496
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.3858870000000003
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.696947
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7087950000000003
RESULT past_15_1_neural_300 1.2558891296386712 0.38328024035634595 431.542377
RESULT fore_15_1_neural_300 3.261332321166993 2.4338970615429734 499.746365
RESULT past_15_5_neural_300 2.0584987640380845 0.833928312722559 85.517864
RESULT fore_15_5_neural_300 1.8175770568847653 0.7993643219950207 97.496238
RESULT past_15_15_neural_300 1.744063084920242 0.5254092964676287 29.211267
RESULT fore_15_15_neural_300 2.498291015625 2.6161460191856314 33.391153