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

Table 7

RMSEs for the proposed model and standard models.

Days ahead	Persistence	24 h-MLR	24 h-SVM	ML-SVM	Fuzzy-RBFNN	Fuzzy-RBF-CNN
1	102.69	84.55	60.34	44.35	64.12	56.40
2	125.11	99.48	65.52	50.48	67.93	60.35
3	126.30	101.88	78.72	74.11	70.93	64.01
4	134.28	100.72	99.55	76.85	73.02	66.45
5	140.56	115.51	132.49	58.38	74.32	67.65
6	144.20	120.17	178.45	59.11	75.01	68.08
7	119.02	139.20	222.56	69.31	75.94	69.12