Deterministic Load Forecasting on Nongfu Forecast horizon is 48 h
1,709.78RMSE (kW)Chronos
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chronos2024.11 | 1,709.78 | 1,333.84 | 9.02 | |
| PatchTST2024.11 | 1,984.38 | 1,583.86 | 10.59 | |
| AutoARIMA2024.11 | 2,002.35 | 1,575.02 | 10.54 | |
| SNM2024.11 | 2,124.13 | 1,643.27 | 10.91 | |
| CSBA2024.11 | 2,137.7 | 1,734.85 | 11.25 | |
| AutoETS2024.11 | 2,168.19 | 1,650.36 | 11.51 | |
| NPTS2024.11 | 2,257.31 | 1,848.91 | 12.29 | |
| TFT2024.11 | 2,408.89 | 1,866.96 | 12.76 | |
| TimeLLM2024.11 | 4,155.91 | 3,179.87 | 20.95 | |
| DeepAR2024.11 | 6,350.84 | 5,915.19 | 37.51 |