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

Table 5

Performance evaluation of the presented model and ML-SVM in the case of both normal and special days using MAPE values.

Day ahead	ML-SVM		Fuzzy-RBF-CNN
	Working days	Nonworking days	Working days	Nonworking days
1	2.82	2.20	2.48	2.10
2	3.15	3.40	2.70	1.05
3	3.25	3.51	2.71	1.11
4	3.48	3.58	2.69	1.11
5	3.58	3.60	2.74	1.15
6	3.60	3.62	2.75	1.13
7	3.65	3.70	2.78	1.15