Research on Fault Diagnosis of Wind Turbine Based on SCADA Data

Effective early warning of wind turbine failures is of great significance to reduce the operation and maintenance costs of wind farms and improve power generation efficiency. At present, most wind farms are installed with supervisory control and data acquisition (SCADA) system, and SCADA data contai...

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Bibliographic Details
Main Authors: Yirong Liu, Zidong Wu, Xiaoli Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9216127/