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 3.8467019999999996
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 4.332595999999999
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.0902440000000002
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.105855
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.7468870000000001
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6379239999999999
RESULT past_1_1_neural_300 1.5253597259521499 0.2397110935920287 441.152134
RESULT fore_1_1_neural_300 1.4535175323486342 0.21298673659596937 445.13456499999995
RESULT past_1_5_neural_300 1.791271591186522 0.31316460524019235 88.290574
RESULT fore_1_5_neural_300 3.0862606811523428 0.7467891580192474 84.698908
RESULT past_1_15_neural_300 2.872535603841147 3.3043252908339698 29.919647
RESULT fore_1_15_neural_300 2.991983413696289 4.724839713800967 28.711638000000004
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.566007
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 4.051662
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.122059
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1863540000000006
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6659930000000003
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6586939999999997
RESULT past_5_1_neural_300 1.0718574523925781 0.18606587350053594 452.66274599999997
RESULT fore_5_1_neural_300 1.6776065826416016 0.4032068294123666 472.98949700000003
RESULT past_5_5_neural_300 0.9634220123291009 0.13484951265620923 99.232449
RESULT fore_5_5_neural_300 0.9915901947021482 0.11677943543251293 101.24421600000001
RESULT past_5_15_neural_300 1.2947680409749331 0.16681433611361948 35.754039999999996
RESULT fore_5_15_neural_300 1.0183593749999957 0.22422410409569238 36.649463000000004
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.9096260000000003
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 5.810108999999999
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.430748
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.5768069999999996
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.7304750000000002
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.6887820000000002
RESULT past_10_1_neural_300 1.5203273773193366 0.6824069818837822 489.802033
RESULT fore_10_1_neural_300 3.3925735473632805 4.5047900197938935 517.619351
RESULT past_10_5_neural_300 1.0887104797363278 0.22327057006786782 89.77123900000001
RESULT fore_10_5_neural_300 2.230378341674804 1.4424472523451337 94.66756699999999
RESULT past_10_15_neural_300 1.4130826059977188 0.4072772915468943 29.907509
RESULT fore_10_15_neural_300 2.3062282562255874 1.49151513921796 32.131094999999995
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 4.227989000000001
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.769425
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.148853
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.3486529999999997
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.6607729999999998
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7155039999999997
RESULT past_15_1_neural_300 1.961445617675782 0.7383329098259565 451.888287
RESULT fore_15_1_neural_300 1.042469787597657 0.13269995407012503 541.9255800000001
RESULT past_15_5_neural_300 2.120289993286132 1.6120523944707972 106.166021
RESULT fore_15_5_neural_300 0.9267010498046879 0.21698188697428622 120.214326
RESULT past_15_15_neural_300 2.8992229461669936 1.9574124995230067 34.350885
RESULT fore_15_15_neural_300 3.420759684244789 3.4440584105851975 37.84829