Mechanical Fault Types Detection in Transformer Windings Using ‎Interpretation of Frequency Responses via Multilayer Perceptron

Mechanical Fault Types Detection in Transformer Windings Using ‎Interpretation of Frequency Responses via Multilayer Perceptron

The Frequency Response Analysis (FRA) technique has advantages in identifying faults related to power transformers, but it suffers from the interpretation of frequency responses. This paper presents an approach based on statistical indices and Artificial Neural Network (ANN) methods to interpret fre...

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Bibliographic Details
Main Authors: R. Behkam, A. Moradzadeh, H. Karimi, M.S. Nadery, B. Mohammadi ivatloo, G.B. Gharehpetian, S. Tenbohlen
Format: Article
Language:English
Published: University of Mohaghegh Ardabili 2023-04-01
Series:Journal of Operation and Automation in Power Engineering
Subjects:
power transformer
mechanical fault
frequency response analysis (fra)
artificial neural network (ann)
multilayer perceptron (mlp)
Online Access:http://joape.uma.ac.ir/article_1471_2ad8b3ea5b94deb355816453d7a41f13.pdf

Internet

http://joape.uma.ac.ir/article_1471_2ad8b3ea5b94deb355816453d7a41f13.pdf

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