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

Table 4

Comparison of MAPE 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-MAPE	7.68%	24.33%	50.62%	20.38%	19.91%	40.81%	26.38%	7.46%	8.85%	68.29%
SSA-MAPE	7.28%	23.50%	7.72%	18.97%	11.64%	37.90%	33.10%	8.15%	7.54%	62.55%
SVM
Ori-MAPE	33.76%	47.49%	28.85%	49.74%	59.13%	49.86%	55.17%	47.22%	36.38%	33.70%
SSA-MAPE	30.16%	41.81%	25.23%	44.34%	52.98%	47.97%	52.47%	45.20%	39.22%	30.68%
ANN
Ori-MAPE	7.77%	30.61%	12.44%	40.88%	7.64%	23.66%	20.92%	16.32%	10.13%	62.77%
SSA-MAPE	7.26%	26.83%	8.46%	18.85%	3.90%	45.67%	34.56%	8.30%	4.63%	65.21%