no code implementations • 31 May 2020 • Jiancheng Qin, Jin Yang, Ying Chen, Qiang Ye, Hua Li
Considering the overfitting issue, we propose a new moving window-based algorithm using a validation set in the first stage to update the training data in both stages with two different moving window processes. Experiments were conducted at three wind farms, and the results demonstrate that the model with single input multiple output structure obtains better forecasting accuracy compared to existing models.
