Research Article
Daily Prediction Model of Photovoltaic Power Generation Using a Hybrid Architecture of Recurrent Neural Networks and Shallow Neural Networks
Table 1
Preliminary model comparison.
| Models | Corr. coeff. | Det. coeff. | MSE | RMSE | MAE |
| LSTM (preliminary hybrid model) | 0.983 | 0.966 | 0.035 | 0.188 | 0.092 | LSTM (trend model) | 0.970 | 0.941 | 0.060 | 0.246 | 0.133 | GRU (preliminary hybrid model) | 0.982 | 0.964 | 0.044 | 0.209 | 0.105 | GRU (trend model) | 0.977 | 0.954 | 0.045 | 0.212 | 0.107 |
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