Multistep Forecasting Method for Offshore Wind Turbine Power Based on Multi-Timescale Input and Improved Transformer

Multistep Forecasting Method for Offshore Wind Turbine Power Based on Multi-Timescale Input and Improved Transformer

Wind energy is highly volatile, and large-scale wind power grid integration significantly impacts grid stability. Accurate forecasting of wind turbine power can improve wind power consumption and ensure the economy of the power grid. This paper proposes a multistep forecasting method for offshore wi...

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Bibliographic Details
Main Authors: Anping Wan, Zhipeng Gong, Chao Wei, Khalil AL-Bukhaiti, Yunsong Ji, Shidong Ma, Fareng Yao
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Journal of Marine Science and Engineering
Subjects:
offshore wind turbines
VMD decomposition
multi-timescale input
improved transformer
multistep power forecasting
Online Access:https://www.mdpi.com/2077-1312/12/6/925

Internet

https://www.mdpi.com/2077-1312/12/6/925

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