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 7
Errors comparisons of all forecasting models in site 1.
| | Models | MAPE (%) | MSE (m2/s2) | MAE (m/s) |
| | BP | 6.0643 | 0.5808 | 0.5432 | | ARIMA | 6.1497 | 0.5814 | 0.5588 | | FAC | 4.6603 | 0.6668 | 0.4562 | | EEMD-FAC | 4.3615 | 0.6288 | 0.4301 | | EEMD-GA-FAC | 3.1165 | 0.3357 | 0.3050 | | SAC | 5.3317 | 0.7595 | 0.5356 | | EEMD-SAC | 4.3776 | 0.6350 | 0.4319 | | EEMD-GA-SAC | 2.6109 | 0.3027 | 0.2622 |
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