Research Article
Research and Application of a New Hybrid Forecasting Model Based on Genetic Algorithm Optimization: A Case Study of Shandong Wind Farm in China
Table 9
Errors comparisons of all forecasting models in site 3.
| | Models | MAPE (%) | MSE (m2/s2) | MAE (m/s) |
| | BP | 5.7011 | 0.4848 | 0.5421 | | ARIMA | 5.2878 | 0.4184 | 0.5066 | | FAC | 5.0800 | 0.3593 | 0.4847 | | EEMD-FAC | 4.3924 | 0.2793 | 0.4153 | | EEMD-GA-FAC | 2.5415 | 0.1245 | 0.2380 | | SAC | 5.0617 | 0.3610 | 0.4840 | | EEMD-SAC | 4.3865 | 0.2796 | 0.4159 | | EEMD-GA-SAC | 2.1289 | 0.0905 | 0.1991 |
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