Coupling Fault Diagnosis of Bearings Based on Hypergraph Neural Network

被引:0
|
作者
Wang, Shenglong [1 ]
Jiao, Xiaoxuan [1 ]
Jing, Bo [1 ]
Pan, Jinxin [1 ]
Meng, Xiangzhen [1 ]
Huang, Yifeng [1 ]
Pei, Shaoting [1 ]
机构
[1] Aeronautics Engineering College, Air Force Engineering University, Xi’an,710038, China
关键词
D O I
10.3390/s24196391
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] A fault diagnosis method for rolling bearings based on graph neural network with one-shot learning
    Yan Gao
    Haowei Wu
    Haiqian Liao
    Xu Chen
    Shuai Yang
    Heng Song
    EURASIP Journal on Advances in Signal Processing, 2023
  • [42] Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks
    Liu, Han
    Zhou, Jianzhong
    Xu, Yanhe
    Zheng, Yang
    Peng, Xuanlin
    Jiang, Wei
    NEUROCOMPUTING, 2018, 315 : 412 - 424
  • [43] A Neural-Symbolic Network for Interpretable Fault Diagnosis of Rolling Element Bearings Based on Temporal Logic
    Tian, Ruoyao
    Cui, Mengqian
    Chen, Gang
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 : 1 - 14
  • [44] FAULT DIAGNOSIS OF ROLLING BEARINGS BASED ON MULTI-SCALE ENTROPY AND ENSEMBLED ARTIFICIAL NEURAL NETWORK
    Chen, Fen
    Liu, Quan
    Wei, Qin
    Ting, Deng
    Ting, Yan
    Su Wenqin
    Peng Bingjie
    Zhao, Lei
    PROCEEDINGS OF THE ASME 9TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2014, VOL 2, 2014,
  • [45] Time-frequency Hypergraph Neural Network for Rotating Machinery Fault Diagnosis with Limited Data
    Ke, Haobin
    Chen, Zhiwen
    Xu, Jiamin
    Fan, Xinyu
    Yang, Chao
    Peng, Tao
    2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS, 2023, : 1786 - 1792
  • [46] Fault diagnosis of rolling bearings with limited samples based on siamese network
    Xu Z.
    Li X.
    Zhang C.
    Hou H.
    Zhang W.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2022, 43 (10): : 241 - 251
  • [47] Fault diagnosis based on pulse coupled neural network and probability neural network
    Wang, Changqing
    Zhou, Jianzhong
    Qin, Hui
    Li, Chaoshun
    Zhang, Yongchuan
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (11) : 14307 - 14313
  • [48] An Intelligent Fault Diagnosis Method based on STFT and Convolutional Neural Network for Bearings Under Variable Working Conditions
    Zhong, Dawei
    Guo, Wei
    He, Da
    2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-QINGDAO), 2019,
  • [49] Multiscale holospectrum convolutional neural network-based fault diagnosis of rolling bearings with variable operating conditions
    Zhang, Xining
    Liu, Shuyu
    Li, Lin
    Lei, Jiangeng
    Chang, Ge
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2021, 32 (10)
  • [50] Intelligent fault diagnosis of rolling bearings using an improved deep recurrent neural network
    Jiang, Hongkai
    Li, Xingqiu
    Shao, Haidong
    Zhao, Ke
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2018, 29 (06)