Application of Fuzzy-RBF-CNN Ensemble Model for Short-Term Load Forecasting

Table 8

Performance evaluation of the presented model and ML-SVM in both working and nonworking days using MAPE values.

Days ahead	ML-SVM		Fuzzy-RBF-CNN
	Working days	Nonworking days	Working days	Nonworking days
1	2.82	2.15	3.92	1.63
2	2.39	2.75	2.40	2.12
3	2.65	2.91	2.63	2.42
4	2.80	2.95	2.81	2.40
5	2.94	3.23	2.92	2.62
6	5.01	4.38	4.95	2.68
7	5.15	4.52	5.02	4.87