A novel arc detection and identification method in pantograph-catenary system based on deep learning

Abstract Arc detection is crucial for ensuring the safe operation of power systems, where timely and accurate detection of arcs can prevent potential hazards such as fires, equipment damage, or system failures. Traditional arc detection methods, while functional, often suffer from low detection accu...

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Bibliographic Details
Main Authors: Yue Yan, Hu Liu, Linfeng Gan, Runtong Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-88109-x