Research Article
Short-Term Power Generation Energy Forecasting Model for Small Hydropower Stations Using GA-SVM
Table 3
The performance statistics of GA-SVM models for Maguan County.
| Population size | Optimal parameters (C, , and ) | Calibration | Validation | RMSE | MAPE | RMSE | MAPE |
| (i) 30 | (2.3792, 0.6749, 0.0058) | 252.25 | 7.54 | 233.67 | 4.37 | (ii) 50 | (7.3517, 0.056, 0.0197) | 254.95 | 7.92 | 234.36 | 4.38 | (iii) 80 | (10.808, 0.0799, 0.0192) | 254.29 | 7.90 | 233.75 | 4.40 | (iv) 100 | (8.4248, 0.0538, 0.0156) | 255.18 | 7.92 | 233.54 | 4.36 | (v) 120 | (14.0828, 0.0758, 0.0191) | 254.28 | 7.89 | 233.92 | 4.40 | (vi) 150 | (11.421, 0.058, 0.0063) | 255.87 | 7.83 | 233.02 | 4.32 |
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