Research Article
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 |
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