A Power Load Forecasting Model Based on FA-CSSA-ELM

Table 3

Experiment II: compared with the evaluation function of the combinatorial competition model.

Data	MSE	MAPE	RMSE	MAE
Monday
WOA-ELM	0.82163	1.6683	13.9436	10.8239
PSO-ELMAN	1.5443	3.2796	26.2078	211148
FA-CSSA-ELM	0.77477	1.6099	13.8068	9.8266
Tuesday
WOA-ELM	0.9408	1.9509	15.9538	12.9269
PSO-ELMAN	1.7102	3.6173	29.0235	22.9117
FA-CSSA-ELM	0.8733	1.8208	15.4092	12.3912
Wednesday
WOA-ELM	1.1136	2.3014	18.9082	14.8435
PSO-ELMAN	1.7956	3.8768	30.4726	24.5816
FA-CSSA-ELM	1.061	2.2299	18.8049	14.6999
Thursday
WOA-ELM	1.1359	2.3608	19.2711	15.3207
PSO-ELMAN	1.8188	3.8585	30.8664	24.3114
FA-CSSA-ELM	1.118	2.3559	18.7718	15.6980
Friday
WOA-ELM	0.85777	1.8753	14.5568	11.8553
PSO-ELMAN	1.7447	3.9528	30.1052	24.7635
FA-CSSA-ELM	0.7942	1.8056	13.8266	11.7099
Saturday
WOA-ELM	1.43121	2.3145	19.5556	15.0731
PSO-ELMAN	1.732	3.619	39.3924	22.9106
FA-CSSA-ELM	1.0377	2.2249	18.4252	14.5872
Sunday
WOA-ELM	1.0807	2.2217	18.3403	14.09331
PSO-ELMAN	1.9889	4.3066	33.7536	27.6812
FA-CSSA-ELM	1.0326	2.1783	18.3226	14.0861