Intelligent fault classification of rolling bearings using neural network and discrete wavelet transform

被引:0
|
作者
机构
[1] Khajavi, Mehrdad Nouri
[2] Keshtan, Majid Norouzi
来源
Khajavi, M. N. (mnouri@srttu.edu) | 1600年 / Vibromechanika卷 / 16期
关键词
Signal reconstruction - Failure analysis - Fault detection - Nondestructive examination - Computer aided diagnosis - Discrete wavelet transforms - Roller bearings;
D O I
暂无
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 Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures
    Xiong, Shoucong
    Zhou, Hongdi
    He, Shuai
    Zhang, Leilei
    Xia, Qi
    Xuan, Jianping
    Shi, Tielin
    SENSORS, 2020, 20 (17) : 1 - 26
  • [42] Rolling Element Bearing Fault Diagnosis Using Wavelet Neural Network
    Jing, Wang
    Liu, Hongmei
    Lu, Chen
    2012 INTERNATIONAL CONFERENCE ON FUTURE INFORMATION TECHNOLOGY AND MANAGEMENT SCIENCE & ENGINEERING (FITMSE 2012), 2012, 14 : 128 - 133
  • [43] EnvelopeNet: A robust convolutional neural network with optimal kernels for intelligent fault diagnosis of rolling bearings
    Tang, Lv
    Xuan, Jianping
    Shi, Tielin
    Zhang, Qing
    MEASUREMENT, 2021, 180
  • [44] Automated classification of coronary artery disease using discrete wavelet transform and back propagation neural network
    Kumar, S. Sathish
    Amutha, R.
    SCIENTIFIC RESEARCH AND ESSAYS, 2014, 9 (10):
  • [45] Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network
    Armin Shoughi
    Mohammad Bagher Dowlatshahi
    Arefeh Amiri
    Marjan Kuchaki Rafsanjani
    Ranbir Singh Batth
    Computing, 2024, 106 : 1227 - 1248
  • [46] A method for underwater acoustic signal classification using convolutional neural network combined with discrete wavelet transform
    Kim, Kyong-Il
    Pak, Myong-Il
    Chon, Bong-Pil
    Ri, Chun-Hyok
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2021, 19 (04)
  • [47] Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network
    Shoughi, Armin
    Dowlatshahi, Mohammad Bagher
    Amiri, Arefeh
    Rafsanjani, Marjan Kuchaki
    Batth, Ranbir Singh
    COMPUTING, 2024, 106 (04) : 1227 - 1248
  • [48] Sparsity guided empirical wavelet transform for fault diagnosis of rolling element bearings
    Wang, Dong
    Zhao, Yang
    Yi, Cai
    Tsui, Kwok-Leung
    Lin, Jianhui
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 101 : 292 - 308
  • [49] Discrete Wavelet Transform and Probabilistic Neural Network Algorithm for Fault Location in Underground Cable
    Apisit, C.
    Positharn, C.
    Ngaopitakkul, A.
    2012 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY2012), 2012, : 154 - 157
  • [50] Gear Fault Diagnosis Using Discrete Wavelet Transform and Deep Neural Networks
    Heydarzadeh, Mehrdad
    Kia, Shahin Hedayati
    Nourani, Mehrdad
    Henao, Humberto
    Capolino, Gerard-Andre
    PROCEEDINGS OF THE IECON 2016 - 42ND ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2016, : 1494 - 1500