Table 11: Electric load consumption forecasting errors of different ANN approaches.

Error type3 neurons FFAP7 neurons FFAP5 neurons FFAPAver. FFAPMAE weightedRMSE weightedMSE weighted

MAE34.4236.8236.6830.6730.5530.5329.72
RMSE42.3146.3548.0238.1838.0538.0037.28
MSE1789.952148.442305.901457.481448.131443.751389.59
MAPE39.0049.2344.1139.6639.5738.4339.52