A Comprehensive Review of Transformer Winding Diagnostics: Integrating Frequency Response Analysis with Machine Learning Approaches

A Comprehensive Review of Transformer Winding Diagnostics: Integrating Frequency Response Analysis with Machine Learning Approaches

Frequency Response Analysis (FRA) is a proven method for detecting mechanical faults in transformers, such as winding deformations and short circuits. However, traditional FRA interpretation relies heavily on visual and subjective comparison of frequency response curves, which can introduce human bi...

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Bibliographic Details
Main Authors: Meysam Beheshti Asl, Issouf Fofana, Fethi Meghnefi, Youssouf Brahami, Joao Pedro Da Costa Souza
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Energies
Subjects:
frequency response analysis
FRA
transformer diagnostics
machine learning
winding faults
deformation analysis
Online Access:https://www.mdpi.com/1996-1073/18/5/1209
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