Misalignment Fault Diagnosis of DFWT Based on IEMD Energy Entropy and PSO-SVM

Misalignment is an important cause for the early failure of large doubly-fed wind turbines (DFWT). For the non-stationary characteristics of the signals in the transmission system of DFWT and the reality that it is difficult to obtain a large number of fault samples, Solidworks and Adams are used to...

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Bibliographic Details
Main Authors: Yancai Xiao, Na Kang, Yi Hong, Guangjian Zhang
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Entropy
Subjects:
PSO
SVM
Online Access:http://www.mdpi.com/1099-4300/19/1/6