Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU

Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU

ObjectiveUnder the guidance of the “dual carbon” target, wind power, as a critical component of clean energy, plays a crucial role in its efficient utilization. Short-term wind power forecasting helps improve grid stability, optimize wind farm power generation plans, and reduce operating costs, enha...

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Bibliographic Details
Main Authors: LU Jing, ZHANG Yanru, WANG Rui
Format: Article
Language:English
Published: Editorial Department of Journal of Sichuan University (Engineering Science Edition) 2025-05-01
Series:工程科学与技术
Subjects:
short-term wind power prediction
variational mode decomposition
random forest
temporal convolutional network
bidirectional gate recurrent unit
beluga whale optimization
Online Access:http://jsuese.scu.edu.cn/thesisDetails#10.12454/j.jsuese.202300619
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http://jsuese.scu.edu.cn/thesisDetails#10.12454/j.jsuese.202300619

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