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Table 6 Results from the simulation

From: Empowering the selection of demand response methods in smart homes: development of a decision support framework

Method Criteria No EV 3.6 kW DC
No DSM Mean [kWh] 0.632 1.993 1.993
PAR 2.182 6.281 51.901
MSE [kWh2] 34.243 731.601 4607.545
RMSE [kWh] 5.852 27.048 67.879
Costs 20.034 56.780 70.997
savings 0.000 0.000 0.000
Greedy Min Mean [kWh] 0.632 1.993 1.993
PAR 1.942 3.774 14.251
MSE [kWh2] 26.718 291.121 1030.782
RMSE [kWh] 5.169 17.062 32.106
Costs 19.275 50.218 46.717
savings 0.038 0.116 0.342
Greedy Max Mean [kWh] 0.632 1.993 1.993
PAR 1.942 3.774 13.443
MSE [kWh2] 26.302 370.660 969.994
RMSE [kWh] 5.129 19.253 31.145
Costs 19.275 48.449 47.616
savings 0.038 0.147 0.329
MAS without communication Mean [kWh] 0.632 1.993 1.993
PAR 1.942 4.511 19.300
MSE [kWh2] 24.542 361.142 1206.356
RMSE [kWh] 4.954 19.004 34.733
Costs 19.446 56.473 46.888
savings 0.029 0.005 0.340
MAS with communication Mean [kWh] 0.632 1.993 1.993
PAR 1.942 3.725 11.876
MSE [kWh2] 25.154 308.974 884.948
RMSE [kWh] 5.015 17.578 29.748
Costs 19.716 48.693 47.158
savings 0.016 0.142 0.336