VMD-CAT: A hybrid model for short-term wind power prediction

VMD-CAT: A hybrid model for short-term wind power prediction

Accurate wind power prediction is essential to optimize the wind power scheduling and maximize the profits. However, the inertia and time-varying property of the wind speed pose a challenge to the wind power prediction task. The existing prediction models fail to efficiently mitigate the negative in...

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Bibliographic Details
Main Authors: Huan Zheng, Zhenda Hu, Xuguang Wang, Junhong Ni, Mengqi Cui
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Energy Reports
Subjects:
Wind power prediction
Correlation relationship
VMD
Transformer
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723002044

Internet

http://www.sciencedirect.com/science/article/pii/S2352484723002044

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