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

Table 4

RMSEs for the proposed model and standard models.

Day ahead	Persistence method	MLR	SVM	ML-SVM	Fuzzy-RBFNN	Fuzzy-RBF-CNN
1	1308	710	593	583	490	460
2	1771	780	662	627	511	470
3	1902	801	689	660	512	471
4	1978	852	750	731	515	475
5	1908	885	782	782	520	479
6	1839	901	798	788	525	480
7	1770	888	802	800	534	487