An evaluation method of health condition for wind turbine based on asymmetric proximity

Zhang, Haifeng and Xiu, Bingjie and Jiang, Dongxiao and Zhuang, Guanqun and Zhang, Yifu and Li, Benxin (2023) An evaluation method of health condition for wind turbine based on asymmetric proximity. Frontiers in Energy Research, 11. ISSN 2296-598X

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Abstract

The accurate condition assessment of wind turbines greatly influences the refined asset management and maintenance scheduling of wind farms. To address the challenges of existing assessment methods in selecting the reliability value and determining wind turbine status levels of being in transition, this study proposes a wind turbine condition evaluation method based on asymmetric proximity. Firstly, the state evaluation index system consisting of the wind turbine performance and output state indices is constructed, and the weighting factors are calculated comprehensively by integrating the subjective and objective weights. Then, the membership function of the index layer is established based on the set pair analysis, and the membership of the target layer is deduced by the weighted average operator. Finally, the proximity degrees between status levels and target membership degrees are calculated, and the wind turbine state is determined based on the proximity principle. Case studies demonstrate that the accuracy rate of the proposed method is up to 97%, which is 6% and 8% higher than the maximum membership principle and the reliability criterion, respectively.

Item Type: Article
Subjects: East India Archive > Energy
Depositing User: Unnamed user with email support@eastindiaarchive.com
Date Deposited: 28 Apr 2023 06:39
Last Modified: 19 Sep 2024 09:42
URI: http://ebooks.keeplibrary.com/id/eprint/961

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