Research Article
Renewable Generation (Wind/Solar) and Load Modeling through Modified Fuzzy Prediction Interval
Table 3
Comparison of prediction interval forecast for demand power.
| Model | One step ahead | One day ahead | Train time (s) | RMSE (kW) | MAE (kW) | RMSE (kW) | MAE (kW) |
| FR | 20.67 | 18.28 | 23.38 | 14.86 | 20.22 | CA | 31.11 | 26.27 | 51.16 | 34.59 | 112.9 | FF | 16.25 | 14.10 | 22.81 | 15.19 | 309.8 | GA | 18.9 | 17.09 | 22.47 | 14.9 | 153.7 | PSO | 5.85 | 46.7 | 21.83 | 14.58 | 115.3 |
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