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Table 3 Non intrusive load monitoring - comparing 1 and 5 minutes resolution

From: Non intrusive load monitoring for demand side management

Load Total Energy (kWh) Time on (%) 1 min resolution 5 min resolution
    RMSE RMSE >0 ERROR (%) RMSE RMSE >0 ERROR (%)
dhw_01 157.80 4.98 0.11 0.00 1.15 0.19 0.60 3.60
dhw_03 161.25 10.18 0.10 0.00 1.07 0.22 0.44 5.00
dhw_04 302.92 11.47 0.21 0.11 4.37 0.32 0.52 10.50
dhw_05 173.50 10.95 0.19 0.08 3.57 0.33 0.34 10.76
dhw_06 107.80 3.40 0.00 0.00 0.00 0.16 0.66 0.12
dhw_07 460.60 14.54 0.18 0.02 3.36 0.28 0.46 7.90
dhw_08 221.57 20.98 0.33 0.18 10.68 0.46 0.30 21.29
dhw_09 128.17 2.43 0.00 0.00 0.00 0.14 0.65 0.00
dhw_10 112.80 2.67 0.00 0.00 0.00 0.15 0.68 0.00
dhw_11 194.93 18.46 0.30 0.00 8.94 0.33 0.37 11.50
dhw_12 188.33 8.92 0.13 0.00 1.65 0.21 0.52 4.60
dhw_13 201.90 6.37 0.13 0.00 1.63 0.24 0.55 5.90
hp_01 288.13 11.78 0.00 0.00 0.00 0.29 0.69 2.65
hp_02 361.51 7.74 0.00 0.00 0.00 0.28 0.79 4.90
hp_03 537.02 28.90 0.00 0.00 0.00 0.26 0.36 6.80
hp_04 631.28 15.26 0.00 0.00 0.00 0.37 0.80 6.41
hp_05 216.81 7.67 0.00 0.00 0.00 0.28 0.78 2.40
hp_06 361.31 18.13 0.03 0.07 0.09 0.35 0.71 4.27
hp_07 429.93 13.09 0.00 0.00 0.00 0.39 0.87 5.54
hp_08 371.06 12.36 0.01 0.02 0.01 0.38 0.88 5.35
hp_09 885.42 28.99 0.00 0.00 0.00 0.29 0.43 4.79
hp_10 295.00 11.88 0.00 0.00 0.00 0.20 0.47 1.80
hp_12 112.19 5.73 0.00 0.00 0.00 0.22 0.69 1.30
hp_13 419.05 15.85 0.00 0.00 0.00 0.30 0.67 3.02