Insulator discharge severity assessment algorithm based on RDIDSNet

Insulator discharge severity assessment algorithm based on RDIDSNet

Abstract For the insulator discharge severity assessment at the line inspection site using edge-end computing equipment and UV cameras, this paper proposes an improved assessment algorithm based on the YOLOv8 algorithm. Firstly, LDConv is introduced to replace the convolution of the backbone network...

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Bibliographic Details
Main Authors: Cheng Chi, Li Keyu, Yanhui Meng, Yang Yang, JiNing Zhao, Shaotong Pei, Haosen Sun
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Discharge evaluation
UV discharge spot
Target detection
Lightweighting
YOLOv8
Online Access:https://doi.org/10.1038/s41598-025-97010-6
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https://doi.org/10.1038/s41598-025-97010-6

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