The Application of Heterogeneous Information Fusion in Misalignment Fault Diagnosis of Wind Turbines

The Application of Heterogeneous Information Fusion in Misalignment Fault Diagnosis of Wind Turbines

The misalignment of the drive system is one of the important factors causing damage to gears and bearings on the high-speed output end of the gearbox in doubly-fed wind turbines. How to use the obtained information to determine the types of the faults accurately has always been a challenging problem...

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Bibliographic Details
Main Authors: Yancai Xiao, Yujia Wang, Zhengtao Ding
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Energies
Subjects:
wind turbines
misalignment
fault diagnosis
t-SNE
artificial bee colony algorithm
least squares support vector machine
Online Access:http://www.mdpi.com/1996-1073/11/7/1655

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http://www.mdpi.com/1996-1073/11/7/1655

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