Table 5 Logistic function fitting results with different methods for 1# 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 | 0.9988 | 0.9993 | 0.9978 | 0.9998 |
RMSE | 26.4906 | 20.5201 | 35.7661 | 12.1018 |
MAE | 17.8797 | 15.9986 | 29.0502 | 9.3156 |
MAPE | 0.3384 | 0.4641 | 0.4732 | 0.3374 |
AIC | 243.9288 | 225.5411 | 267.5440 | 189.5216 |
BIC | 250.2628 | 231.8751 | 275.4616 | 197.4392 |
