Table 2 Result comparison between 3 model prediction methods.
From: A novel combination model for ultra-short-term wind speed prediction
Period | Error index | VMD-SSA-LSTM | VMD-SSA-GRU | VMD-SSA-BP |
|---|---|---|---|---|
Training set | RMSE | 0.07206 | 0.12378 | 0.61429 |
MAE | 0.07017 | 0.095065 | 0.46496 | |
MAPE | 1.2663% | 2.2974% | 6.2482% | |
Test set | RMSE | 0.1839 | 0.19645 | 0.59721 |
MAE | 0.12037 | 0.17617 | 0.48413 | |
MAPE | 3.05349% | 4.3831% | 9.4374% |
