Fault Diagnosis of Rolling Bearings Based on Spectral Kurtosis Graph and LFMB Network

被引:0
|
作者
Xiaogang Huang
Haoyang Qu
Meilei Lv
Jianhua Yang
机构
[1] College of Electrical and Information Engineering,
[2] Quzhou University,undefined
[3] School of Mechatronic Engineering,undefined
[4] China University of Mining and Technology,undefined
关键词
rolling bearing; fault diagnosis; time-varying; deep learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:886 / 901
页数:15
相关论文
共 50 条
  • [1] Fault Diagnosis of Rolling Bearings Based on Spectral Kurtosis Graph and LFMB Network
    Huang, Xiaogang
    Qu, Haoyang
    Lv, Meilei
    Yang, Jianhua
    [J]. RUSSIAN JOURNAL OF NONDESTRUCTIVE TESTING, 2023, 59 (08) : 886 - 901
  • [2] Rolling element bearings fault diagnosis based on correlated kurtosis kurtogram
    Zhang, Xinghui
    Kang, Jianshe
    Zhao, Jinsong
    Zhao, Jianmin
    Teng, Hongzhi
    [J]. JOURNAL OF VIBROENGINEERING, 2015, 17 (06) : 3023 - 3034
  • [3] A Quantitative Fault Diagnosis Method for Rolling Element Bearings Based on Dynamic Model and Fast Spectral Kurtosis
    Cui, Lingli
    Huang, Jinfeng
    Meng, Zong
    Jiang, Hong
    Wang, Huaqing
    [J]. 2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 1227 - 1231
  • [4] Fault diagnosis of rolling bearings based on undirected weighted graph
    Wang, Teng
    Lu, Guoliang
    Yan, Peng
    [J]. 2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-PARIS), 2019, : 30 - 34
  • [5] Feature extraction based on improved SVD denoising and spectral kurtosis in early fault diagnosis of rolling element bearings
    Pan Zhengrong
    Qiao Zijian
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 AND 2, 2014, : 14 - 21
  • [6] Fault diagnosis of rolling bearings using optimal demodulation frequency band based on enhanced entropy weight kurtosis graph
    Li, Hongxian
    Tang, Baoping
    Han, Yan
    Deng, Lei
    [J]. Zhendong yu Chongji/Journal of Vibration and Shock, 2019, 38 (17): : 24 - 31
  • [7] Rolling Bearings Time and Frequency Domain Fault Diagnosis Method based on Kurtosis Analysis
    Deng Xiao-wen
    Yang Ping
    Ren Jin-sheng
    Yang Yi-wei
    [J]. 2014 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (IEEE PES APPEEC), 2014,
  • [8] Fault diagnosis of rolling bearings based on graph spectrum amplitude entropy of visibility graph
    Chen, Mang
    Yu, Dejie
    Gao, Yiyuan
    [J]. Zhendong yu Chongji/Journal of Vibration and Shock, 2021, 40 (04): : 23 - 29
  • [9] A fault diagnosis method for rolling bearings based on graph neural network with one-shot learning
    Gao, Yan
    Wu, Haowei
    Liao, Haiqian
    Chen, Xu
    Yang, Shuai
    Song, Heng
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2023, 2023 (01)
  • [10] 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
    [J]. EURASIP Journal on Advances in Signal Processing, 2023