Condition Assessment and Analysis of Bearing of Doubly Fed Wind Turbines Using Machine Learning Technique

Condition Assessment and Analysis of Bearing of Doubly Fed Wind Turbines Using Machine Learning Technique

Condition monitoring of wind turbines is progressively increasing to maintain the continuity of clean energy supply to power grids. This issue is of great importance since it prevents wind turbines from failing and overheating, as most wind turbines with doubly fed induction generators (DFIG) are ov...

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Bibliographic Details
Main Authors: Aiman Abbas Mahar, Nayyar Hussain Mirjat, Bhawani S. Chowdhry, Laveet Kumar, Quynh T. Tran, Gaetano Zizzo
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Energies
Subjects:
bearings
condition monitoring
DFIG
K means
SCADA data
wind turbine
Online Access:https://www.mdpi.com/1996-1073/16/5/2367

Internet

https://www.mdpi.com/1996-1073/16/5/2367

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