Research Article
PV Power Forecasting in the Hexi Region of Gansu Province Based on AP Clustering and LSTNet
Table 5
Forecasting results of different models.
| Prediction model | Average value (MWh) | Average value (%) | Average value (%) | Spr. | Sum. | Fal. | Win. | Spr. | Sum. | Fal. | Win. | Spr. | Sum. | Fal. | Win. |
| AP-LSTM | 2.26 | 1.79 | 1.96 | 2.33 | 26.09 | 21.10 | 43.98 | 31.17 | 95.99 | 97.86 | 95.79 | 97.21 | AP-ALSTM | 2.27 | 1.73 | 1.90 | 2.33 | 25.57 | 19.04 | 40.78 | 29.64 | 95.79 | 97.89 | 95.85 | 97.08 | AP-CNN-LSTM | 2.43 | 2.04 | 1.95 | 2.63 | 26.63 | 21.80 | 38.79 | 32.61 | 95.33 | 97.36 | 95.67 | 96.56 | AP-A-CNN-LSTM | 2.43 | 2.00 | 1.90 | 2.53 | 25.49 | 21.65 | 36.09 | 34.43 | 95.59 | 97.27 | 95.82 | 96.63 | AP-LSTNet | 2.16 | 1.45 | 1.63 | 2.10 | 21.50 | 15.42 | 35.66 | 22.79 | 96.56 | 98.47 | 96.84 | 97.50 |
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