Table 6 Logistic function fitting results with different methods for 2# wind farm.
From: Genetic least square estimation approach to wind power curve modelling and wind power prediction
Evaluation metrics | GA for 4PLF | GLSE for 4PLF | GA for 5PLF | GLSE for 5PLF |
|---|---|---|---|---|
R2 | 0.9280 | 0.9985 | 0.9987 | 0.9992 |
RMSE | 174.8807 | 25.2531 | 23.5812 | 17.8888 |
MAE | 153.4549 | 19.9782 | 19.5477 | 15.3001 |
MAPE | 156.1869 | 19.0507 | 23.3403 | 22.8281 |
AIC | 379.8155 | 240.4844 | 237.5523 | 217.6608 |
BIC | 386.1496 | 246.8185 | 245.4699 | 225.5783 |
