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 3.3263919999999993
RESULT fore_1_1_linear 1.1421564768534864 0.1800058322207842 3.5004670000000004
RESULT past_1_5_linear 1.4754503567692225 0.3576636039009143 1.0677990000000002
RESULT fore_1_5_linear 1.1747740627196812 0.24420369638755837 1.093966
RESULT past_1_15_linear 1.6957836654492588 0.382749357316316 0.6473060000000002
RESULT fore_1_15_linear 1.342846092246642 0.2574660021531633 0.6416139999999997
RESULT past_1_1_neural_300 1.5239788055419936 0.23982666103299585 397.06815
RESULT fore_1_1_neural_300 1.4571395874023452 0.21280539232901158 396.53047699999996
RESULT past_1_5_neural_300 1.8074783325195298 0.3144822247909555 81.386732
RESULT fore_1_5_neural_300 2.806271438598632 0.6403950608953448 80.922254
RESULT past_1_15_neural_300 2.8469332631429047 3.2687435451899622 27.608864
RESULT fore_1_15_neural_300 2.928320922851565 4.6850975205225724 27.801220000000004
RESULT past_5_1_linear 1.4398565776817627 0.3113173663695568 3.485924
RESULT fore_5_1_linear 1.1086302399351098 0.21795248017678714 3.8210379999999997
RESULT past_5_5_linear 1.5344100661707358 0.3878841603353875 1.069019
RESULT fore_5_5_linear 1.2151438525983416 0.26181972736513187 1.1405659999999997
RESULT past_5_15_linear 1.4942223351257553 0.2880894782595674 0.6656350000000002
RESULT fore_5_15_linear 1.0962866881434223 0.20426720716446256 0.6567639999999999
RESULT past_5_1_neural_300 1.103912353515625 0.1861686918638772 408.493589
RESULT fore_5_1_neural_300 1.2134838104248047 0.15034147505299192 419.94110300000006
RESULT past_5_5_neural_300 1.0821201324462884 0.13699011708129225 83.75067
RESULT fore_5_5_neural_300 0.8968846130371091 0.10542185206870136 83.86091599999999
RESULT past_5_15_neural_300 1.3251482899983706 0.16872353130149714 27.856809
RESULT fore_5_15_neural_300 1.0338065083821597 0.1119489963099499 28.215405
RESULT past_10_1_linear 1.5317481048469013 0.35500602097316614 3.5699069999999997
RESULT fore_10_1_linear 1.1612151316096622 0.24021748018650646 4.389649
RESULT past_10_5_linear 1.401591688351246 0.3052191489519639 1.1115959999999998
RESULT fore_10_5_linear 1.0953734657018614 0.23329213455076903 1.2285880000000002
RESULT past_10_15_linear 1.3061283330524915 0.2318261791092525 0.6557590000000002
RESULT fore_10_15_linear 1.051724068121075 0.15865463736347526 0.6899029999999997
RESULT past_10_1_neural_300 1.284188079833985 0.40080337728209187 421.747693
RESULT fore_10_1_neural_300 1.4034263610839837 0.316786242631024 448.179105
RESULT past_10_5_neural_300 2.2718078613281243 2.119321262863757 84.492707
RESULT fore_10_5_neural_300 2.8743175506591783 2.3099199634985843 90.69906399999999
RESULT past_10_15_neural_300 1.6127514902750626 0.6065237677295866 28.685067
RESULT fore_10_15_neural_300 4.670486933390297 9.333948314404843 30.559060000000002
RESULT past_15_1_linear 1.5745085693327958 0.36793892970970676 3.784527
RESULT fore_15_1_linear 1.2072368165512586 0.24122611459303503 5.136365
RESULT past_15_5_linear 1.3666429833213947 0.285458364041147 1.134074
RESULT fore_15_5_linear 1.0131049166086683 0.21420924347658463 1.3270100000000005
RESULT past_15_15_linear 1.2292374136721804 0.22848269789272016 0.669813
RESULT fore_15_15_linear 1.1998886997964107 0.19585727044828885 0.7217289999999994
RESULT past_15_1_neural_300 2.028393936157226 0.9773456675216707 425.582441
RESULT fore_15_1_neural_300 1.4204551696777337 0.3184744577390254 491.00770000000006
RESULT past_15_5_neural_300 1.7232707977294908 0.4504771906272024 85.467881
RESULT fore_15_5_neural_300 2.671503524780274 2.8854797056331614 98.153747
RESULT past_15_15_neural_300 1.0281340535481718 0.18016519829853123 28.833928
RESULT fore_15_15_neural_300 2.6079631805419936 1.3241779530782902 32.86290400000001