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

Table 6

MAPEs for the proposed model and standard models.

Days ahead	Persistence	24 h-MLR	24 h-SVM	ML-SVM	LSTM	Fuzzy-RBFNN	Fuzzy-RBF-CNN
1	6.15	3.95	3.58	2.85	2.20	3.28	1.90
2	5.51	4.25	3.89	2.38	2.25	3.68	3.35
3	6.87	6.95	5.85	4.66	3.75	3.89	3.52
4	6.51	6.05	5.01	4.82	4.05	3.08	2.70
5	7.08	6.45	5.25	4.95	4.37	4.18	3.89
6	8.68	6.28	7.17	6.03	5.47	4.28	2.90
7	8.78	7.45	7.69	6.18	5.98	4.38	4.01