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Research on the identification method of cable insulation defects based on Markov transition fields and transformer networks

Identifying cable insulation defects is crucial for preventing system failures and ensuring the reliability of electrical infrastructure. This paper introduces a novel method leveraging the Markov transition field (MTF) and Transformer network to improve the precision of cable insulation defect iden...

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Hoofdauteurs: Ning Zhao, Yongyi Fang, Siying Wang, Qian Li, Xiaonan Wang, Chi Feng
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2024-08-01
Reeks:Frontiers in Physics
Onderwerpen:
cable
insulation defect
Markov transition field
transformer networks
multi-head attention mechanism
Online toegang:https://www.frontiersin.org/articles/10.3389/fphy.2024.1432783/full
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