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

Table 3

Comparison of MAE 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-MAE	1.01	3.25	7.13	2.99	2.63	5.84	3.53	0.98	1.11	9.67
SSA-MAE	0.94	3.12	0.97	2.78	1.45	5.44	4.44	1.03	0.95	8.88
SVM
Ori-MAE	4.82	6.76	4.14	7.04	8.36	7.07	7.81	6.70	5.24	4.82
SSA-MAE	4.31	5.89	3.59	6.29	7.49	6.76	7.45	6.41	5.61	4.39
ANN
Ori-MAE	0.98	4.14	1.76	5.86	1.05	3.41	2.77	2.37	1.37	8.90
SSA-MAE	0.94	3.58	1.19	2.74	0.50	6.56	4.61	1.04	0.58	9.26