time stringdate 2019-01-01 00:00:00 2019-12-31 23:45:00 | Outdoor Air Temperature (C) float64 -13.9 42 | Heating Setpoint (C) float64 10 23.3 | Cooling Setpoint (C) float64 22.5 40 | Room Air Temperature (C) float64 8.77 35 | Outdoor Humidity (%) float64 3 100 | Wind Speed (m/s) float64 0 17.5 | Direct Solar Radiation (W/m^2) float64 0 1.03k | HVAC Power Consumption (W) float64 20 871k | series_id int64 0 29 | is_default bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|
2019-01-02 01:00:00 | 1.45 | 21.228516 | 26.746967 | 21.506285 | 91.5 | 0.9 | 0 | 2,159.7278 | 0 | false |
2019-01-02 01:15:00 | 1.425 | 21.088291 | 26.819958 | 21.200787 | 91.75 | 0.85 | 0 | 3,731.8352 | 0 | false |
2019-01-02 01:30:00 | 1.4 | 22.751795 | 28.274115 | 21.97646 | 92 | 0.8 | 0 | 11,497.4795 | 0 | false |
2019-01-02 01:45:00 | 1.45 | 23.163029 | 27.348951 | 22.252102 | 91.75 | 0.725 | 0 | 10,628.319 | 0 | false |
2019-01-02 02:00:00 | 1.5 | 23.18853 | 27.827295 | 22.375172 | 91.5 | 0.65 | 0 | 9,614.232 | 0 | false |
2019-01-02 02:15:00 | 1.55 | 23.248253 | 28.042747 | 22.509678 | 91.25 | 0.575 | 0 | 9,904.08 | 0 | false |
2019-01-02 02:30:00 | 1.6 | 23.25 | 28.811922 | 22.599804 | 91 | 0.5 | 0 | 9,365.557 | 0 | false |
2019-01-02 02:45:00 | 1.5 | 22.881363 | 29.569925 | 22.694553 | 91.25 | 0.45 | 0 | 8,936.05 | 0 | false |
2019-01-02 03:00:00 | 1.4 | 22.923834 | 28.021038 | 22.747698 | 91.5 | 0.4 | 0 | 9,096.87 | 0 | false |
2019-01-02 03:15:00 | 1.3 | 23.201767 | 27.70134 | 22.802256 | 91.75 | 0.35 | 0 | 9,779.84 | 0 | false |
2019-01-02 03:30:00 | 1.2 | 22.242413 | 27.444742 | 22.24248 | 92 | 0.3 | 0 | 4,903.4624 | 0 | false |
2019-01-02 03:45:00 | 1.15 | 23.25 | 27.171362 | 22.573072 | 92.25 | 0.225 | 0 | 9,359.931 | 0 | false |
2019-01-02 04:00:00 | 1.1 | 23.25 | 27.383528 | 22.700285 | 92.5 | 0.15 | 0 | 8,620.762 | 0 | false |
2019-01-02 04:15:00 | 1.05 | 23.25 | 27.120222 | 22.805094 | 92.75 | 0.075 | 0 | 9,417.385 | 0 | false |
2019-01-02 04:30:00 | 1 | 22.07663 | 27.972763 | 22.076702 | 93 | 0 | 0 | 4,042.741 | 0 | false |
2019-01-02 04:45:00 | 1 | 20.948503 | 27.323126 | 21.43528 | 93 | 0 | 0 | 1,572.4104 | 0 | false |
2019-01-02 05:00:00 | 1 | 20.15345 | 27.358187 | 21.071762 | 93 | 0 | 0 | 1,179.7565 | 0 | false |
2019-01-02 05:15:00 | 1 | 22.003986 | 26.85817 | 21.86878 | 93 | 0 | 0 | 9,124.6 | 0 | false |
2019-01-02 05:30:00 | 1 | 21.112114 | 26.8756 | 21.114155 | 93 | 0 | 0 | 3,891.3953 | 0 | false |
2019-01-02 05:45:00 | 1.25 | 20.821922 | 26.58541 | 20.824633 | 93 | 0 | 0 | 5,242.3486 | 0 | false |
2019-01-02 06:00:00 | 1.5 | 21.20929 | 26.972776 | 21.208838 | 93 | 0 | 0 | 6,058.984 | 0 | false |
2019-01-02 06:15:00 | 1.75 | 20.603697 | 26.367184 | 20.703665 | 93 | 0 | 0 | 5,362.546 | 0 | false |
2019-01-02 06:30:00 | 2 | 20.90863 | 26.672115 | 20.905727 | 93 | 0 | 0 | 8,073.055 | 0 | false |
2019-01-02 06:45:00 | 1.75 | 21.008915 | 26.772402 | 21.007782 | 93 | 0 | 0 | 6,444.08 | 0 | false |
2019-01-02 07:00:00 | 1.5 | 21.657627 | 27.421114 | 21.539463 | 93 | 0 | 0 | 10,180.847 | 0 | false |
2019-01-02 07:15:00 | 1.25 | 20.72301 | 26.486494 | 20.72383 | 93 | 0 | 0 | 4,077.8418 | 0 | false |
2019-01-02 07:30:00 | 1 | 21.329853 | 27.093338 | 21.327868 | 93 | 0 | 0 | 7,511.9624 | 0 | false |
2019-01-02 07:45:00 | 1 | 20.95983 | 26.723316 | 22.302567 | 93 | 0 | 57.75 | 1,416.2543 | 0 | false |
2019-01-02 08:00:00 | 1 | 21.198542 | 26.962029 | 22.961319 | 93 | 0 | 77 | 1,547.8137 | 0 | false |
2019-01-02 08:15:00 | 1 | 20.745718 | 26.509203 | 23.40732 | 93 | 0 | 126.75 | 1,126.7329 | 0 | false |
2019-01-02 08:30:00 | 1 | 21.115192 | 26.878677 | 23.761738 | 93 | 0 | 176.5 | 1,111.3486 | 0 | false |
2019-01-02 08:45:00 | 1.25 | 21.440346 | 27.203833 | 24.57871 | 89.75 | 0.525 | 226.25 | 1,027.4016 | 0 | false |
2019-01-02 09:00:00 | 1.5 | 22.174171 | 27.937656 | 25.08548 | 86.5 | 1.05 | 276 | 940.9599 | 0 | false |
2019-01-02 09:15:00 | 1.75 | 21.248941 | 27.012426 | 25.453758 | 83.25 | 1.575 | 293.75 | 854.81116 | 0 | false |
2019-01-02 09:30:00 | 2 | 20.586475 | 26.349962 | 25.728073 | 80 | 2.1 | 311.5 | 1,241.0369 | 0 | false |
2019-01-02 09:45:00 | 2.25 | 20.790775 | 26.55426 | 26.093306 | 81.75 | 1.575 | 329.25 | 1,194.1367 | 0 | false |
2019-01-02 10:00:00 | 2.5 | 20.676262 | 26.439749 | 26.411196 | 83.5 | 1.05 | 347 | 1,093.8153 | 0 | false |
2019-01-02 10:15:00 | 2.75 | 21.042145 | 26.80563 | 26.72696 | 85.25 | 0.525 | 329.75 | 1,084.9926 | 0 | false |
2019-01-02 10:30:00 | 3 | 21.086977 | 26.850462 | 26.849812 | 87 | 0 | 312.5 | 1,141.5557 | 0 | false |
2019-01-02 10:45:00 | 3.175 | 20.929996 | 26.693483 | 26.692726 | 85.25 | 0.65 | 295.25 | 1,250.8177 | 0 | false |
2019-01-02 11:00:00 | 3.35 | 21.152699 | 26.916185 | 26.88563 | 83.5 | 1.3 | 278 | 962.5247 | 0 | false |
2019-01-02 11:15:00 | 3.525 | 21.446709 | 27.210194 | 27.166937 | 81.75 | 1.95 | 238.75 | 769.126 | 0 | false |
2019-01-02 11:30:00 | 3.7 | 20.969135 | 26.732622 | 26.732586 | 80 | 2.6 | 199.5 | 929.76544 | 0 | false |
2019-01-02 11:45:00 | 3.775 | 21.128984 | 26.89247 | 26.774448 | 78.75 | 2.6 | 160.25 | 582.4084 | 0 | false |
2019-01-02 12:00:00 | 3.85 | 21.081572 | 26.845057 | 26.841648 | 77.5 | 2.6 | 121 | 753.44763 | 0 | false |
2019-01-02 12:15:00 | 3.925 | 21.472675 | 27.23616 | 27.042654 | 76.25 | 2.6 | 123.75 | 414.91757 | 0 | false |
2019-01-02 12:30:00 | 4 | 21.111708 | 26.875195 | 26.87476 | 75 | 2.6 | 126.5 | 524.3766 | 0 | false |
2019-01-02 12:45:00 | 4 | 21.05935 | 26.822834 | 26.821915 | 76.5 | 2.325 | 129.25 | 833.6955 | 0 | false |
2019-01-02 13:00:00 | 4 | 21.103498 | 26.866983 | 26.862858 | 78 | 2.05 | 132 | 822.6241 | 0 | false |
2019-01-02 13:15:00 | 4 | 20.959038 | 26.722523 | 26.732292 | 79.5 | 1.775 | 131.25 | 1,017.323 | 0 | false |
2019-01-02 13:30:00 | 4 | 20.809105 | 26.57259 | 26.584677 | 81 | 1.5 | 130.5 | 973.0207 | 0 | false |
2019-01-02 13:45:00 | 4 | 21.23209 | 26.995577 | 26.99317 | 79.5 | 1.775 | 129.75 | 817.63855 | 0 | false |
2019-01-02 14:00:00 | 4 | 21.03326 | 26.796745 | 26.796282 | 78 | 2.05 | 129 | 634.563 | 0 | false |
2019-01-02 14:15:00 | 4 | 21.106518 | 26.870003 | 26.861956 | 76.5 | 2.325 | 151 | 640.6391 | 0 | false |
2019-01-02 14:30:00 | 4 | 21.394255 | 27.15774 | 27.133444 | 75 | 2.6 | 173 | 571.14935 | 0 | false |
2019-01-02 14:45:00 | 4 | 21.03889 | 26.802378 | 26.833977 | 75 | 1.95 | 195 | 785.71783 | 0 | false |
2019-01-02 15:00:00 | 4 | 21.254288 | 27.017773 | 27.00326 | 75 | 1.3 | 217 | 524.76245 | 0 | false |
2019-01-02 15:15:00 | 4 | 20.779514 | 26.543 | 26.54394 | 75 | 0.65 | 173.25 | 169.16345 | 0 | false |
2019-01-02 15:30:00 | 4 | 21.432283 | 27.19577 | 27.194084 | 75 | 0 | 129.5 | 432.24796 | 0 | false |
2019-01-02 15:45:00 | 3.75 | 20.778442 | 26.541927 | 26.543818 | 76.5 | 0.375 | 85.75 | 311.26648 | 0 | false |
2019-01-02 16:00:00 | 3.5 | 21.185186 | 26.948671 | 26.946577 | 78 | 0.75 | 0 | 324.99948 | 0 | false |
2019-01-02 16:15:00 | 3.25 | 21.07435 | 26.837835 | 26.847456 | 79.5 | 1.125 | 0 | 412.71622 | 0 | false |
2019-01-02 16:30:00 | 3 | 20.935303 | 26.69879 | 26.710297 | 81 | 1.5 | 0 | 394.2164 | 0 | false |
2019-01-02 16:45:00 | 2.75 | 20.713902 | 26.477388 | 26.499294 | 80.75 | 1.5 | 0 | 452.10403 | 0 | false |
2019-01-02 17:00:00 | 2.5 | 21.255363 | 27.01885 | 27.009703 | 80.5 | 1.5 | 0 | 348.61313 | 0 | false |
2019-01-02 17:15:00 | 2.25 | 21.000063 | 26.763548 | 26.78231 | 80.25 | 1.5 | 0 | 534.4577 | 0 | false |
2019-01-02 17:30:00 | 2 | 21.524525 | 27.288012 | 27.280651 | 80 | 1.5 | 0 | 325.35934 | 0 | false |
2019-01-02 17:45:00 | 2 | 20.515844 | 26.279331 | 26.08828 | 80 | 1.5 | 0 | 669.22595 | 0 | false |
2019-01-02 18:00:00 | 2 | 20.528347 | 26.291834 | 25.967604 | 80 | 1.5 | 0 | 660.952 | 0 | false |
2019-01-02 18:15:00 | 2 | 21.408588 | 27.172073 | 25.739569 | 80 | 1.5 | 0 | 654.40564 | 0 | false |
2019-01-02 18:30:00 | 2 | 21.245377 | 27.987076 | 25.477491 | 80 | 1.5 | 0 | 643.3571 | 0 | false |
2019-01-02 18:45:00 | 1.75 | 21.656565 | 27.167036 | 24.960367 | 83.25 | 1.125 | 0 | 524.598 | 0 | false |
2019-01-02 19:00:00 | 1.5 | 21.453817 | 28.113762 | 24.523808 | 86.5 | 0.75 | 0 | 539.5659 | 0 | false |
2019-01-02 19:15:00 | 1.25 | 21.58768 | 28.417643 | 24.172562 | 89.75 | 0.375 | 0 | 1,006.18445 | 0 | false |
2019-01-02 19:30:00 | 1 | 21.11541 | 29.092365 | 23.86179 | 93 | 0 | 0 | 577.24927 | 0 | false |
2019-01-02 19:45:00 | 1.25 | 21.67839 | 29.795828 | 23.318874 | 91.5 | 0.375 | 0 | 1,978.1099 | 0 | false |
2019-01-02 20:00:00 | 1.5 | 22.285496 | 29.5293 | 22.821182 | 90 | 0.75 | 0 | 3,884.3145 | 0 | false |
2019-01-02 20:15:00 | 1.75 | 22.055605 | 29.92425 | 22.447111 | 88.5 | 1.125 | 0 | 4,491.9966 | 0 | false |
2019-01-02 20:30:00 | 2 | 21.874083 | 30 | 22.161919 | 87 | 1.5 | 0 | 4,110.2476 | 0 | false |
2019-01-02 20:45:00 | 1.75 | 21.596989 | 29.88283 | 21.80786 | 86.75 | 1.125 | 0 | 4,207.2666 | 0 | false |
2019-01-02 21:00:00 | 1.5 | 21.766827 | 30 | 21.76844 | 86.5 | 0.75 | 0 | 5,657.6123 | 0 | false |
2019-01-02 21:15:00 | 1.25 | 21.739445 | 30 | 21.740414 | 86.25 | 0.375 | 0 | 5,001.4976 | 0 | false |
2019-01-02 21:30:00 | 1 | 21.57133 | 30 | 21.57601 | 86 | 0 | 0 | 4,535.9067 | 0 | false |
2019-01-02 21:45:00 | 0.75 | 22.139212 | 30 | 22.134583 | 87.5 | 0 | 0 | 6,897.3687 | 0 | false |
2019-01-02 22:00:00 | 0.5 | 21.924118 | 30 | 21.93002 | 89 | 0 | 0 | 4,980.914 | 0 | false |
2019-01-02 22:15:00 | 0.25 | 21.20328 | 30 | 21.36147 | 90.5 | 0 | 0 | 3,200.1135 | 0 | false |
2019-01-02 22:30:00 | 0 | 20.152973 | 29.668606 | 21.051321 | 92 | 0 | 0 | 1,488.1805 | 0 | false |
2019-01-02 22:45:00 | 0.075 | 20.500349 | 29.941458 | 20.908302 | 91.75 | 0 | 0 | 4,558.983 | 0 | false |
2019-01-02 23:00:00 | 0.15 | 20.217001 | 29.606728 | 20.6984 | 91.5 | 0 | 0 | 2,353.0708 | 0 | false |
2019-01-02 23:15:00 | 0.225 | 20.185907 | 30 | 20.53116 | 91.25 | 0 | 0 | 3,945.1003 | 0 | false |
2019-01-02 23:30:00 | 0.3 | 19.646173 | 30 | 20.34799 | 91 | 0 | 0 | 3,380.7346 | 0 | false |
2019-01-02 23:45:00 | 0.35 | 20.739511 | 30 | 20.73958 | 90.75 | 0 | 0 | 7,752.2573 | 0 | false |
2019-01-03 00:00:00 | 0.4 | 20.932163 | 30 | 20.927048 | 90.5 | 0 | 0 | 6,237.7173 | 0 | false |
2019-01-03 00:15:00 | 0.45 | 20.707071 | 29.106497 | 20.713144 | 90.25 | 0 | 0 | 4,894.5664 | 0 | false |
2019-01-03 00:30:00 | 0.5 | 20.773094 | 29.084839 | 20.771616 | 90 | 0 | 0 | 6,796.132 | 0 | false |
2019-01-03 00:45:00 | 0.475 | 19.584852 | 30 | 20.309341 | 90.25 | 0 | 0 | 1,607.3044 | 0 | false |
2019-01-03 01:00:00 | 0.45 | 19.711304 | 30 | 20.130737 | 90.5 | 0 | 0 | 2,980.1626 | 0 | false |
2019-01-03 01:15:00 | 0.425 | 20.14769 | 29.38838 | 20.147717 | 90.75 | 0 | 0 | 4,425.353 | 0 | false |
2019-01-03 01:30:00 | 0.4 | 20.427654 | 29.470226 | 20.420067 | 91 | 0 | 0 | 6,661.381 | 0 | false |
2019-01-03 01:45:00 | 0.45 | 20.941723 | 29.423595 | 20.937908 | 90.75 | 0 | 0 | 7,326.88 | 0 | false |
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