A Transformer Fault Diagnosis Model Based On Hybrid Grey Wolf Optimizer and LS-SVM

A Transformer Fault Diagnosis Model Based On Hybrid Grey Wolf Optimizer and LS-SVM

Dissolved gas analysis (DGA) is a widely used method for transformer internal fault diagnosis. However, the traditional DGA technology, including Key Gas method, Dornenburg ratio method, Rogers ratio method, International Electrotechnical Commission (IEC) three-ratio method, and Duval triangle metho...

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Bibliographic Details
Main Authors: Bing Zeng, Jiang Guo, Wenqiang Zhu, Zhihuai Xiao, Fang Yuan, Sixu Huang
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Energies
Subjects:
grey wolf optimizer
differential evolution
dissolved gas analysis
transformer fault diagnosis
least square support vector machine
kernel principal component analysis
Online Access:https://www.mdpi.com/1996-1073/12/21/4170

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https://www.mdpi.com/1996-1073/12/21/4170

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