Research Article
Short-Term Power Generation Energy Forecasting Model for Small Hydropower Stations Using GA-SVM
Table 2
The performance statistics of GA-SVM models for Yunlong County.
| Population size | Optimal parameters (C, , and ) | Calibration | Validation | RMSE | MAPE | RMSE | MAPE |
| (i) 30 | (4.0754, 0.1989, 0.0078) | 113.88 | 8.52 | 81.08 | 5.15 | (ii) 50 | (5.5762, 0.2275, 0.0073) | 113.66 | 8.49 | 77.31 | 5.02 | (iii) 80 | (18.7495, 0.105, 0.0103) | 113.98 | 8.53 | 80.42 | 5.08 | (iv) 100 | (10.3452, 0.1464, 0.0077) | 113.87 | 8.51 | 80.86 | 5.11 | (v) 120 | (24.4174, 0.0528, 0.0064) | 114.46 | 8.58 | 81.85 | 5.19 | (vi) 150 | (9.4141, 0.0348, 0.0025) | 115.11 | 8.62 | 80.53 | 5.07 |
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