A Novel Expertise-Guided Machine Learning Model for Internal Fault State Diagnosis of Power Transformers

A Novel Expertise-Guided Machine Learning Model for Internal Fault State Diagnosis of Power Transformers

The fault diagnosis of power transformers is of great significance to improve the reliability of power systems. This paper proposes a novel fault diagnosis method called the expertise-guided machine learning (EGML) model where a genetic algorithm (GA) and a mind evolutionary algorithm (MEA) are used...

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Bibliographic Details
Main Authors: Qunli Wu, Hongjie Zhang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sustainability
Subjects:
Expertise-Guided Machine Learning model
fault diagnosis
power transformer
genetic algorithm
mind evolutionary algorithm
robustness test
Online Access:http://www.mdpi.com/2071-1050/11/6/1562

Internet

http://www.mdpi.com/2071-1050/11/6/1562

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