State Rules Mining and Probabilistic Fault Analysis for 5 MW Offshore Wind Turbines

Research on fault identification for wind turbines (WTs) is a widespread concern. However, the identification accuracy in existing research is vulnerable to uncertainty in the operation data, and the identification results lack interpretability. In this paper, a data-driven method for fault identifi...

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Bibliographic Details
Main Authors: Xiaoyi Qian, Yuxian Zhang, Mohammed Gendeel
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/11/2046