Fault Identification, Classification, and Location on Transmission Lines Using Combined Machine Learning Methods

Fault Identification, Classification, and Location on Transmission Lines Using Combined Machine Learning Methods

This study develops a hybrid method to identify, classify, and locate electrical faults on transmission lines based on Machine Learning (ML) methods. Firstly, Wavelet Transform (WT) technique is applied to extract features from the current or voltage signals. The extracted signals are decomposed in...

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Bibliographic Details
Main Authors: Nguyen Nhan Bon, Le Van Dai
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2022-02-01
Series:International Journal of Engineering and Technology Innovation
Subjects:
machine learning
fault identification
fault classification
fault location
Online Access:https://ojs.imeti.org/index.php/IJETI/article/view/7571

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