Heating controller with neural thermal model written in Python
Jacek Kowalski
2018-06-24 66a9fb40efe1311b34a3cee3f83f10c6990759af
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RESULT past_1_1_linear 1.367590185828142 0.2376087005693177 3.2787819999999996
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 3.468316999999999
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.0427750000000002
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.0582119999999997
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6238589999999999
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6261139999999998
RESULT past_1_1_neural_300 1.5232292175292983 0.23977595884423047 401.171849
RESULT fore_1_1_neural_300 1.446725463867189 0.21306429207657834 400.72786800000006
RESULT past_1_5_neural_300 1.7417396545410142 0.29429733865777535 81.13424499999999
RESULT fore_1_5_neural_300 3.097041015624999 0.721034575638691 81.036046
RESULT past_1_15_neural_300 2.758385467529301 4.422011141186416 27.681987999999997
RESULT fore_1_15_neural_300 2.962185897827151 4.737421732452039 27.899297999999998
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.419891
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.796169000000001
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.105069
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1507190000000005
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.661918
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.649899
RESULT past_5_1_neural_300 1.0487518310546875 0.1846843645286515 412.878701
RESULT fore_5_1_neural_300 1.2946853637695312 0.1752233243012058 417.23041799999993
RESULT past_5_5_neural_300 0.971039962768554 0.1348118081570767 83.940157
RESULT fore_5_5_neural_300 1.173425369262695 0.22339015189749273 84.04663
RESULT past_5_15_neural_300 1.2477805074055972 0.17887446019554934 27.548896
RESULT fore_5_15_neural_300 1.172779744466144 0.16021855611160613 28.009506000000002
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.593209
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.388406
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.1456719999999998
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.2278799999999999
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6872140000000002
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.7017529999999996
RESULT past_10_1_neural_300 1.4070270538330085 0.3685246460207993 421.617822
RESULT fore_10_1_neural_300 1.2170974731445305 0.16518136667387853 448.70985999999994
RESULT past_10_5_neural_300 1.459109954833984 0.20408932145642966 84.783137
RESULT fore_10_5_neural_300 1.9604045867919915 1.3844521915341297 90.517991
RESULT past_10_15_neural_300 1.0185636901855482 0.1866327873622643 28.626343000000002
RESULT fore_10_15_neural_300 1.763129806518556 0.5967769466526401 30.766358000000004
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.80689
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.147777000000001
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.135638
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.335115
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.6944369999999997
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.6986760000000003
RESULT past_15_1_neural_300 1.9209835052490227 1.406334097478774 426.762432
RESULT fore_15_1_neural_300 1.6164314270019524 0.5885257849875526 492.95655999999997
RESULT past_15_5_neural_300 1.2033161163330064 0.20316803014368012 85.578888
RESULT fore_15_5_neural_300 0.9386646270751946 0.14881941511782326 97.96924000000001
RESULT past_15_15_neural_300 2.545053482055664 1.7343147970481751 29.121137
RESULT fore_15_15_neural_300 2.5659260813395157 1.5708187377623963 32.939066999999994