OPGW fault localization method based on transformer and federated learning

OPGW fault localization method based on transformer and federated learning

A fault localization and analysis method for Optical Power-Grade Ground Wire (OPGW) based on transformer and federated learning (FedL) in a cloud edge collaborative environment is proposed. First, based on the cloud edge collaboration architecture, a model framework for OPGW fault location is design...

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Bibliographic Details
Main Authors: Yan Zhigang, Cui Min, Su Xinyue, Wang Jinrui, Ma Xiao, Wu Lijun
Format: Article
Language:English
Published: De Gruyter 2025-05-01
Series:Journal of Intelligent Systems
Subjects:
transformer
federated learning
cloud edge collaboration
opgw
fault localization
simulation experiment
94c12
Online Access:https://doi.org/10.1515/jisys-2024-0133
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