Adaptive SPP–CNN–LSTM–ATT wind farm cluster short-term power prediction model based on transitional weather classification

With the expansion of the scale of wind power integration, the safe operation of the grid is challenged. At present, the research mainly focuses on the prediction of a single wind farm, lacking coordinated control of the cluster, and there is a large prediction error in transitional weather. In view...

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Bibliographic Details
Main Authors: Guili Ding, Gaoyang Yan, Zongyao Wang, Bing Kang, Zhihao Xu, Xingwang Zhang, Hui Xiao, Wenhua He
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1253712/full