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Table 2 Weekly average RMSE and MAPE comparing estimated GHI and measured GHI, from 04.04.2020 to 03.06.2020

From: Non intrusive load monitoring for demand side management

Week Daily Avg GHI RMSE RMSE (>0) RMSE (>AVG) MAPE (%) MAPE (>AVG, %)
Week_1 241.8 61.5 87.7 86.8 15.4 13.6
Week_2 245.8 42.7 59.4 62.2 11.0 9.6
Week_3 191.1 33.1 45.5 46.5 11.4 15.2
Week_4 159.0 39.2 55.4 59.7 12.2 12.1
Week_5 273.4 37.8 48.9 50.9 8.2 6.7
Week_6 178.8 44.7 61.5 68.4 12.1 17.1
Week_7 248.3 39.2 52.1 56.6 10.5 9.3
Week_8 288.3 44.1 59.6 62.5 12.7 9.2
Week_9 257.6 50.3 67.2 74.8 12.8 11.0