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A diagnosis method based on graph neural networks embedded with multirelationships of intrinsic mode functions for multiple mechanical faults

Bin Wang Manyi Wang Yadong Xu Liangkuan Wang Shiyu Chen Xuanshi Chen

Defence Technology(防务技术)2025,Vol.50Issue(8):P.364-373,10.
Defence Technology(防务技术)2025,Vol.50Issue(8):P.364-373,10.DOI:10.1016/j.dt.2025.04.014

A diagnosis method based on graph neural networks embedded with multirelationships of intrinsic mode functions for multiple mechanical faults

Bin Wang 1Manyi Wang 1Yadong Xu 1Liangkuan Wang 2Shiyu Chen 3Xuanshi Chen1

作者信息

  • 1. School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing,210094,China
  • 2. Northwest Institute of Mechanical and Electrical Engineering,Xianyang,712099,China
  • 3. Wuxi Vocational Institute of Arts&Technology,Wuxi,214200,China
  • 折叠

摘要

关键词

Fault diagnosis/Graph neural networks/Graph topological structure/Intrinsic mode functions/Feature learning

分类

机械制造

引用本文复制引用

Bin Wang,Manyi Wang,Yadong Xu,Liangkuan Wang,Shiyu Chen,Xuanshi Chen..A diagnosis method based on graph neural networks embedded with multirelationships of intrinsic mode functions for multiple mechanical faults[J].Defence Technology(防务技术),2025,50(8):P.364-373,10.

Defence Technology(防务技术)

2096-3459

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