Fault Diagnosis of Rolling Bearing Based on Discrete Fourier Transform and Efficient Channel Attention

被引:0
|
作者
Zhang, Shun [1 ]
Deng, Aidong [1 ]
Xu, Shuo [1 ]
Ding, Xue [1 ]
机构
[1] National Engineering Research Center of Power Generation Control and Safety,Southeast University Nanjing,210096,China
关键词
Convolution - Convolutional neural networks - Discrete Fourier transforms - Fault detection - Image coding - Image segmentation - Inverse problems - Inverse transforms - Multilayer neural networks - Roller bearings - Time domain analysis;
D O I
10.16450/j.cnki.issn.1004-6801.2024.04.018
中图分类号
学科分类号
摘要
引用
收藏
页码:754 / 760
相关论文
共 50 条
  • [1] Rolling Bearing Fault Diagnosis Method Based on Multiple Efficient Channel Attention Capsule Network
    Wu, Kang
    Tao, Jie
    Yang, Dalian
    Chen, Hewen
    Yin, Shilei
    Xiao, Chixin
    ARTIFICIAL INTELLIGENCE AND SECURITY, ICAIS 2022, PT I, 2022, 13338 : 357 - 370
  • [2] Rolling bearing fault diagnosis based on the enhanced channel attention network
    Huang Z.
    Chen Y.
    Liu J.
    Ni H.
    Zhang D.
    Cyber-Physical Systems, 2024, 10 (02) : 197 - 213
  • [3] Rolling Bearing Fault Diagnosis Based on an Improved HTT Transform
    Pang, Bin
    Tang, Guiji
    Tian, Tian
    Zhou, Chong
    SENSORS, 2018, 18 (04)
  • [4] Fault diagnosis method of rolling bearing based on attention mechanism
    Mao J.
    Guo Y.
    Zhao M.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2023, 29 (07): : 2233 - 2244
  • [5] Fault Diagnosis of Rolling Bearing Based on Fractional Fourier Instantaneous Spectrum
    J-h. Cai
    Y-l. Xiao
    L-y. Fu
    Experimental Techniques, 2022, 46 : 249 - 256
  • [6] Fault Diagnosis of Rolling Bearing Based on Fractional Fourier Instantaneous Spectrum
    Cai, J-h.
    Xiao, Y-l.
    Fu, L-y.
    EXPERIMENTAL TECHNIQUES, 2022, 46 (02) : 249 - 256
  • [7] Rolling bearing fault diagnosis based on Gramian angular difference field and improved channel attention model
    Wei, Lunpan
    Peng, Xiuyan
    Cao, Yunpeng
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [8] Rolling bearing fault diagnosis based on correlated channel attention-optimized convolutional neural networks
    Zhu, Jing
    Li, Ou
    Chen, Minghui
    Xing, Lili
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (09)
  • [9] Fault Diagnosis of Rolling Bearing Based on Attention Recurrent Capsule Network
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2022, 42 (06): : 1108 - 1114
  • [10] Rolling bearing fault diagnosis based on efficient time channel attention optimized deep multi-scale convolutional neural networks
    Li, Ou
    Zhu, Jing
    Chen, Minghui
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (12)