Research Article
Wind Power Prediction considering Ramping Events Based on Generative Adversarial Network
Table 6
MAE of different seasons.
| Model | Without GAN | With GAN |
| Wind farm A | Spring | 165.9904 | 72.3265 | Summer | 182.5894 | 79.5515 | Autumn | 193.8891 | 86.1748 | Winter | 209.4882 | 92.4013 |
| Wind farm B | Spring | 73.1862 | 48.0482 | Summer | 80.5042 | 52.8502 | Autumn | 87.1613 | 58.2543 | Winter | 93.4275 | 62.0625 |
| Wind farm C | Spring | 83.9457 | 48.4726 | Summer | 92.3427 | 53.3986 | Autumn | 99.5356 | 58.7349 | Winter | 106.9321 | 62.5075 |
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