A fault diagnosis method for flexible converter valve equipment based on DSC-BIGRU-MA

A fault diagnosis method for flexible converter valve equipment based on DSC-BIGRU-MA

Introduction: Precise fault diagnosis is crucial for enhancing the reliability and lifespan of the flexible converter valve equipment. To address this issue, depthwise separable convolution, bidirectional gate recurrent unit, and multi-head attention module (DSC-BiGRU-MAM) based fault diagnosis appr...

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Bibliographic Details
Main Authors: Jianbao Guo, Hang Liu, Lei Feng, Lifeng Zu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Energy Research
Subjects:
flexible converter valve equipment
fault diagnosis
feature extraction
depthwise separable convolution
bidirectional gated recurrent unit
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1369360/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2024.1369360/full

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