Transmission Line Fault Classification of Multi-Dataset Using CatBoost Classifier

Transmission Line Fault Classification of Multi-Dataset Using CatBoost Classifier

Transmission line fault classification forms the basis of fault protection management in power systems. Because faults have adverse effects on transmission lines, adequate measures must be implemented to avoid power outages. This paper focuses on using the categorical boosting (CatBoost) algorithm c...

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Bibliographic Details
Main Authors: Vincent Nsed Ogar, Sajjad Hussain, Kelum A. A. Gamage
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Signals
Subjects:
fault classification
CatBoost classifier
transmission line
machine learning
fault management
Online Access:https://www.mdpi.com/2624-6120/3/3/27

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