Hybrid Wind Speed Forecasting Model Study Based on SSA and Intelligent Optimized Algorithm

Table 2

Comparison of RMSE for 10 wind farms.

	Wind farm A	Wind farm B	Wind farm C	Wind farm D	Wind farm E	Wind farm F	Wind farm G	Wind farm H	Wind farm I	Wind farm J
ARIMA
Ori-RMSE	1.38	3.54	7.52	3.27	3.00	5.98	3.81	1.34	1.61	9.75
SSA-RMSE	1.34	3.49	1.33	3.04	2.28	5.59	4.81	1.57	1.43	8.96
SVM
Ori-RMSE	5.01	6.85	4.27	7.11	8.42	7.19	7.92	6.89	5.43	4.95
SSA-RMSE	4.43	5.91	3.66	6.38	7.54	6.85	7.58	6.51	5.73	4.52
ANN
Ori-RMSE	1.45	4.34	1.88	6.17	1.22	3.63	3.10	2.53	1.64	8.98
SSA-RMSE	1.31	3.98	1.37	2.92	0.64	6.76	5.14	1.63	0.97	9.36