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 8
Errors comparisons of all forecasting models in site 2.
| | Models | MAPE (%) | MSE (m2/s2) | MAE (m/s) |
| | BP | 5.8862 | 0.4006 | 0.5245 | | ARIMA | 5.8202 | 0.4135 | 0.5280 | | FAC | 6.2611 | 0.4150 | 0.5758 | | EEMD-FAC | 5.9313 | 0.3865 | 0.5398 | | EEMD-GA-FAC | 2.7217 | 0.1063 | 0.2476 | | SAC | 6.4436 | 0.4339 | 0.5927 | | EEMD-SAC | 6.0198 | 0.3893 | 0.5487 | | EEMD-GA-SAC | 5.1493 | 0.3526 | 0.4448 |
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