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

Table 3

MAPEs for the proposed model and standard models.

Day ahead	Persistence method	MLR	SVM	ML-SVM	LSTM	Fuzzy-RBFNN	Fuzzy-RBF-CNN
1	5.90	3.45	3.00	1.93	1.80	1.85	1.57
2	7.72	3.78	3.25	2.19	1.90	1.95	1.63
3	6.33	3.81	3.30	2.29	1.85	1.95	1.65
4	6.70	3.94	3.50	2.45	2.20	1.97	1.63
5	6.70	4.08	3.61	2.50	2.19	2.00	1.68
6	6.01	4.11	3.68	2.54	2.17	2.01	1.69
7	7.85	4.14	3.70	2.60	2.20	2.05	1.72