A Hybrid Model of EMD and PSO-SVR for Short-Term Load Forecasting in Residential Quarters

Table 2

Summary of results of different forecasting models.

	Model	MAPE	RMSE	MAE	VAPE
Case I	EMD-PSO-SVR	3.4323	0.0666	0.0462	9.2547
	EMD-SVR	3.9898	0.0895	0.0568	16.0043
	PSO-SVR	5.9826	0.1259	0.0799	38.4949
	SVR	6.0183	0.1269	0.0804	48.1366
Case II	EMD-PSO-SVR	2.7510	0.0595	0.0414	7.1563
	EMD-SVR	6.3035	0.1502	0.0988	48.6942
	PSO-SVR	8.1763	0.2032	0.1269	93.8526
	SVR	8.3958	0.2066	0.1329	84.5578