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 3.334015
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 3.4830559999999995
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.0653970000000001
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.0540890000000003
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6227170000000002
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6140859999999999
RESULT past_1_1_neural_300 1.5271507263183608 0.23973065950456002 399.244018
RESULT fore_1_1_neural_300 1.459449386596681 0.2129020475486585 401.61124600000005
RESULT past_1_5_neural_300 1.736330413818358 0.29375071416385595 81.095692
RESULT fore_1_5_neural_300 2.9881390380859365 0.6588774711677913 80.74421600000001
RESULT past_1_15_neural_300 2.833944702148436 3.0053524974562333 27.408519
RESULT fore_1_15_neural_300 2.9459143066406277 4.707002454174928 27.632403000000004
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.448104
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.856688
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.0975050000000002
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1255629999999996
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6619439999999999
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6458759999999999
RESULT past_5_1_neural_300 1.036111831665039 0.18737341125141038 409.775514
RESULT fore_5_1_neural_300 1.1128597259521484 0.14306985349065363 415.98202799999996
RESULT past_5_5_neural_300 0.9620220184326165 0.14226696107615017 82.613896
RESULT fore_5_5_neural_300 0.7992755889892571 0.12557739655075584 82.97824499999999
RESULT past_5_15_neural_300 1.129263585408527 0.20336045088127241 27.651851
RESULT fore_5_15_neural_300 1.5140158589680972 0.31853941452490736 28.215317999999996
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.626198
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.412704
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.1258110000000001
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.256888
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6840460000000002
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.689584
RESULT past_10_1_neural_300 1.042368698120118 0.20519276009505122 418.455467
RESULT fore_10_1_neural_300 3.195658874511718 2.575363875192725 449.020336
RESULT past_10_5_neural_300 1.467899017333984 0.20895267285216826 85.10348
RESULT fore_10_5_neural_300 6.745200424194337 18.024406815803165 90.59277
RESULT past_10_15_neural_300 1.4780812327067032 0.46903962545373684 28.581464
RESULT fore_10_15_neural_300 1.1122661590576186 0.12464320440001081 30.720202
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.7386930000000005
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.136811
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.1373680000000002
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.3208590000000004
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.6465969999999999
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7181869999999999
RESULT past_15_1_neural_300 2.204814147949218 1.3917162557546565 428.421086
RESULT fore_15_1_neural_300 2.0115318298339844 0.8148422155606171 494.131668
RESULT past_15_5_neural_300 1.092855834960936 0.20792653661837895 85.46757400000001
RESULT fore_15_5_neural_300 1.7669502258300795 0.6242151146611133 97.78613299999999
RESULT past_15_15_neural_300 2.484437942504883 1.6113092620951757 29.265512
RESULT fore_15_15_neural_300 2.5310722351074233 1.182188606091859 33.02546900000001