An algorithm for power transmission line fault detection based on improved YOLOv4 model

An algorithm for power transmission line fault detection based on improved YOLOv4 model

Abstract In response to the escalating demand for real-time and accurate fault detection in power transmission lines, this paper undertook an optimization of the existing YOLOv4 network. This involved the substitution of the main feature extraction network within the original YOLOv4 model with a lig...

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Bibliographic Details
Main Authors: Su Yan, Lisha Gao, Wendi Wang, Gang Cao, Shuo Han, Shufan Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Fault detection
Grouped convolution
Network optimization
YOLOv4
Online Access:https://doi.org/10.1038/s41598-024-55768-1

Internet

https://doi.org/10.1038/s41598-024-55768-1

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