Hybrid ML Algorithm for Fault Classification in Transmission Lines Using Multi-Target Ensemble Classifier with Limited Data

Hybrid ML Algorithm for Fault Classification in Transmission Lines Using Multi-Target Ensemble Classifier with Limited Data

Fault detection and classification in transmission lines are critical for maintaining the reliability and stability of electrical power systems. Quick and accurate fault detection allows for timely intervention, minimizing equipment damage, and reducing downtime. This study addresses the challenge o...

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Bibliographic Details
Main Author: Abdallah El Ghaly
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Eng
Subjects:
machine learning
transmission lines
fault classification
electrical power systems
Online Access:https://www.mdpi.com/2673-4117/6/1/4
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