GIS partial discharge fault diagnosis method based on SGMD-LSTM

GIS partial discharge fault diagnosis method based on SGMD-LSTM

To accurately diagnose partial discharge faults in Gas Insulated Switchgear (GIS), a fault diagnosis method based on Symplectic Geometric Mode Decomposition (SGMD) and improved Long Short Term Memory (LSTM) is proposed. SGMD is introduced to decompose partial discharge signals. Multidimensional feat...

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Bibliographic Details
Main Authors: Zhang Yun, Zhang Chao, Zhang Shiyong, Ma Pengchi, Yang Guang, Ding Hao
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2025-02-01
Series:Dianzi Jishu Yingyong
Subjects:
gis
sgmd
ocssa
lstm
partial discharge
fault diagnosis
Online Access:http://www.chinaaet.com/article/3000170265
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