Time Series Forecasting on Wind Farms
0.87C (Residuals)DCP
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DCPModel=TCN, DGP=MCD2026.05 | 0.87 | 0.89 | 0.87 | 0.75 | 0.88 | 0.74 | 0.88 | 0.75 | 0.88 | 0.7 | |
| DCPModel=LSTM, DGP=MCD2026.05 | 0.86 | 0.84 | 0.87 | 0.63 | 0.87 | 0.69 | 0.87 | 0.69 | 0.88 | 0.63 | |
| DCPModel=TCN, DGP=DE2026.05 | 0.86 | 0.92 | 0.85 | 0.79 | 0.88 | 0.72 | 0.87 | 0.74 | 0.86 | 0.74 | |
| DCPModel=TFT, DGP=MCD2026.05 | 0.86 | 0.97 | 0.88 | 0.71 | 0.87 | 0.84 | 0.87 | 0.84 | 0.89 | 0.64 | |
| DCPModel=LSTM, DGP=QR2026.05 | 0.85 | 0.84 | 0.86 | 0.62 | 0.82 | 0.53 | 0.82 | 0.53 | 0.88 | 0.49 | |
| DCPModel=TCN, DGP=BE2026.05 | 0.85 | 0.98 | 0.87 | 0.67 | 0.88 | 0.69 | 0.88 | 0.69 | 0.87 | 0.66 | |
| DCPModel=LSTM, DGP=BE2026.05 | 0.83 | 0.95 | 0.84 | 0.74 | 0.87 | 0.71 | 0.84 | 0.78 | 0.88 | 0.64 | |
| DCPModel=LSTM, DGP=DE2026.05 | 0.83 | 0.93 | 0.84 | 0.72 | 0.86 | 0.79 | 0.86 | 0.79 | 0.86 | 0.68 | |
| DCPModel=TFT, DGP=BE2026.05 | 0.83 | 1.04 | 0.86 | 0.7 | 0.86 | 0.77 | 0.84 | 0.84 | 0.87 | 0.66 | |
| DCPModel=TFT, DGP=DE2026.05 | 0.82 | 1.05 | 0.79 | 0.99 | 0.81 | 0.97 | 0.82 | 0.93 | 0.83 | 0.88 |