Research on Fault Detection for Three Types of Wind Turbine Subsystems Using Machine Learning

In wind power generation, one aim of wind turbine control is to maintain it in a safe operational status while achieving cost-effective operation. The purpose of this paper is to investigate new techniques for wind turbine fault detection based on supervisory control and data acquisition (SCADA) sys...

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Bibliographic Details
Main Authors: Zuojun Liu, Cheng Xiao, Tieling Zhang, Xu Zhang
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/2/460