Wind Power Ramp Event Forecasting on University of Sannio 3 classes (test)
90.7AccuracyEasyEnsemble-based WPRE forecasting framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EasyEnsemble-based WPRE forecasting frameworkl=4 (1 hour), Training time (s)=2710.68, Test time (s)=19.42026.03 | 90.7 | 91.5 | 67.9 | 91.7 | |
| RBl=4 (1 hour), Training time (s)=0.65, Test time (s)=< 0.012026.03 | 87.7 | 72.7 | 54 | 88.7 | |
| Prl=4 (1 hour), Training time (s)=0.13, Test time (s)=0.12026.03 | 85.9 | 51.9 | 38.6 | 86.1 | |
| BBl=4 (1 hour), Training time (s)=0.16, Test time (s)=< 0.012026.03 | 84.9 | 67.9 | 47.3 | 86.7 | |
| BRFl=4 (1 hour), Training time (s)=0.51, Test time (s)=< 0.012026.03 | 81.9 | 72.7 | 43.7 | 84.6 | |
| RFl=4 (1 hour), Training time (s)=1.21, Test time (s)=< 0.22026.03 | 77.7 | 72.4 | 38.5 | 81.6 | |
| LSTMcl=4 (1 hour), Training time (s)=79.69, Test time (s)=3.172026.03 | 48.3 | 56.3 | 13.7 | 57.9 |