Frequency Response Analysis Interpretation Using Numerical Indices and Machine Learning: A Case Study Based on a Laboratory Model

Frequency Response Analysis Interpretation Using Numerical Indices and Machine Learning: A Case Study Based on a Laboratory Model

Frequency response analysis is a powerful tool for mechanical fault diagnostics in power transformers. However, interpretation schemes still today depend on expert analyses, mainly because of the complex structure of power transformers. One of the fundamental shortcomings of experimental investigati...

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Bibliographic Details
Main Authors: Regelii Suassuna De Andrade Ferreira, Patrick Picher, Hassan Ezzaidi, Issouf Fofana
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Condition monitoring
frequency response analysis interpretation
machine learning
numerical indices
power transformers
radial basis function
Online Access:https://ieeexplore.ieee.org/document/9417212/

Internet

https://ieeexplore.ieee.org/document/9417212/

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