Wind Power Ramp Event Forecasting on University of Sannio 5 classes (test)
86.2AccuracyEasyEnsemble-based WPRE forecasting framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EasyEnsemble-based WPRE forecasting frameworkl=4 (1 hour), Training time (s)=640.14, Test time (s)=18.482026.03 | 86.2 | 68 | 0.542 | 88.3 | |
| BBl=4 (1 hour), Training time (s)=1.14, Test time (s)=< 0.12026.03 | 86.1 | 48.2 | 0.447 | 87.2 | |
| BRFl=4 (1 hour), Training time (s)=0.5, Test time (s)=< 0.12026.03 | 84.6 | 44.5 | 0.379 | 85.5 | |
| RVl=4 (1 hour), Training time (s)=0.25, Test time (s)=0.012026.03 | 83.1 | 45.8 | 0.39 | 84.9 | |
| RFl=4 (1 hour), Training time (s)=1.88, Test time (s)=0.022026.03 | 77 | 46.4 | 0.312 | 81.4 | |
| Prl=4 (1 hour), Training time (s)=0.09, Test time (s)=0.12026.03 | 64.8 | 26.4 | 0.08 | 71.1 | |
| LSTMcl=4 (1 hour), Training time (s)=86.14, Test time (s)=3.422026.03 | 44 | 35.1 | 0.094 | 56.3 |