Wind power interval prediction based on variational mode decomposition and the fast gate recurrent unit

Large-scale wind power integration is difficult due to the uncertainty of wind power, and therefore the use of conventional point prediction of wind power cannot meet the needs of power grid planning. In contrast, interval prediction is playing an increasingly important role as an effective approach...

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Bibliographic Details
Main Authors: Dewang Zhang, Zhichao Zhang, Zhigeng Chen, Yu Zhou, Fuyun Li, Chengquan Chi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.1022578/full