MLPNN and Ensemble Learning Algorithm for Transmission Line Fault Classification

Recently, Bangladesh experienced a system loss of 11.11%, leading to significant power cuts, largely due to faults in power transmission lines. This paper proposes the XGBoost machine learning method for classifying electric power transmission line faults. The study compares multiple machine learnin...

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Bibliographic Details
Main Authors: Tanbir Rahman, Talab Hasan, Arif Ahammad, Imtiaz Ahmed, Nainaiu Rakhaine
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:International Transactions on Electrical Energy Systems
Online Access:http://dx.doi.org/10.1155/etep/6114718
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