Investigation into the fault diagnosis of rolling bearings based on neural networks

被引:0
|
作者
Zhu, LB [1 ]
Yan, XZ [1 ]
Xu, FY [1 ]
机构
[1] Nantong Inst Technol, Jiangsu 226007, Peoples R China
来源
关键词
rolling bearings; neural networks; wavelet transformation; fault diagnosis;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A new fault diagnosis system is proposed to recognize the faults of rolling bearings in this paper by using the wavelet-based characteristics extracting method and the neural networks technique. The results show that this method is effective for the fault diagnosis of rolling bearings.
引用
收藏
页码:358 / 360
页数:3
相关论文
共 50 条
  • [21] Physics-Based Convolutional Neural Network for Fault Diagnosis of Rolling Element Bearings
    Sadoughi, Mohammadkazem
    Hu, Chao
    IEEE SENSORS JOURNAL, 2019, 19 (11) : 4181 - 4192
  • [22] Fault diagnosis of aerospace rolling bearings based on improved wavelet-neural network
    Jin Xiangyang
    Li Zhang
    Yu Guangbin
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 5, 2007, : 525 - +
  • [23] Fault Diagnosis of Rolling Bearings Based on EWT and KDEC
    Ge, Mingtao
    Wang, Jie
    Ren, Xiangyang
    ENTROPY, 2017, 19 (12):
  • [24] Fault diagnosis of rolling bearings based on acoustic signals
    Chen J.
    Xu T.
    Huang Z.
    Sun T.
    Li X.
    Ji L.
    Yang H.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2023, 42 (21): : 237 - 244
  • [25] Fault diagnosis of rolling bearings based on IRCMNDE and NNCHC
    Yang X.
    Deng W.
    Ma J.
    Hangkong Dongli Xuebao/Journal of Aerospace Power, 2022, 37 (06): : 1150 - 1161
  • [26] Fault diagnosis of rolling bearings based on ISSA - SVM
    Li X.
    Jin W.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2023, 42 (06): : 106 - 114
  • [27] Fault Diagnosis for Rolling Bearings Based on Multiscale Feature Fusion Deep Residual Networks
    Wu, Xiangyang
    Shi, Haibin
    Zhu, Haiping
    ELECTRONICS, 2023, 12 (03)
  • [28] Deep neural networks-based rolling bearing fault diagnosis
    Chen, Zhiqiang
    Deng, Shengcai
    Chen, Xudong
    Li, Chuan
    Sanchez, Rene-Vinicio
    Qin, Huafeng
    MICROELECTRONICS RELIABILITY, 2017, 75 : 327 - 333
  • [29] Automated diagnosis of rolling bearings using MRA and neural networks
    Castejon, C.
    Lara, O.
    Garcia-Prada, J. C.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2010, 24 (01) : 289 - 299
  • [30] Application of wavelet-neural network in rolling bearings fault diagnosis
    Li, M
    Lu, SA
    Chen, DM
    Ma, WX
    ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 4, 2005, : 604 - 608