Bearing Fault Diagnosis Based on Frequency Subbands Feature Extraction and Multibranch One-Dimension Convolutional Neural Network

被引：0
|
作者：
Chen, Chih-Cheng [1 ,2 ]
Liu, Po-Yi [3 ]
机构：
[1] Department of Automatic Control Engineering, Feng Chia University, Taichung,40724, Taiwan
[2] Hyper-Automation Laboratory, Feng Chia University, Taichung, Taiwan
[3] Department of Mechanical and Computer-Aided Engineering, Feng Chia University, Taichung, Taiwan
来源：
Scientific Programming | 2022年 / 2022卷
关键词：
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
  • [1] Bearing Fault Diagnosis Based on Frequency Subbands Feature Extraction and Multibranch One-Dimension Convolutional Neural Network
    Chen, Chih-Cheng
    Liu, Po-Yi
    [J]. SCIENTIFIC PROGRAMMING, 2022, 2022
  • [2] An anti-noise one-dimension convolutional neural network learning model applying on bearing fault diagnosis
    Zou, Fengqian
    Zhang, Haifeng
    Sang, Shengtian
    Li, Xiaoming
    He, Wanying
    Liu, Xiaowei
    Chen, Yufeng
    [J]. MEASUREMENT, 2021, 186 (186)
  • [3] Bearing Feature Extraction and Fault Diagnosis Algorithm Based on Convolutional Neural Networks
    Sun, Yi
    Gao, Hongli
    Song, Hongliang
    Hong, Xin
    Liu, Qi
    [J]. 2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 780 - 784
  • [4] A one-dimension convolutional neural network based interference classification method
    Duan, Chaowei
    Feng, Suili
    Hu, Hanwu
    Luo, Zhenjiang
    [J]. PHYSICAL COMMUNICATION, 2023, 59
  • [5] Noise-robust fusion power supply fault diagnosis based on wavelet integrated one-dimension convolutional neural network
    Hang, Qin
    Zhong, Lingpeng
    Li, Hua
    Zhang, Heng
    [J]. He Jishu/Nuclear Techniques, 2024, 47 (05):
  • [6] Convolutional Neural Network Based Bearing Fault Diagnosis
    Duy-Tang Hoang
    Kang, Hee-Jun
    [J]. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT II, 2017, 10362 : 105 - 111
  • [7] Rolling bearing fault diagnosis based on feature fusion with parallel convolutional neural network
    Mingxuan Liang
    Pei Cao
    J. Tang
    [J]. The International Journal of Advanced Manufacturing Technology, 2021, 112 : 819 - 831
  • [8] Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis
    Chen, Junbin
    Huang, Ruyi
    Zhao, Kun
    Wang, Wei
    Liu, Longcan
    Li, Weihua
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [9] Rolling bearing fault diagnosis based on feature fusion with parallel convolutional neural network
    Liang, Mingxuan
    Cao, Pei
    Tang, J.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 112 (3-4): : 819 - 831
  • [10] A Novel Deep Convolutional Neural Network Combining Global Feature Extraction and Detailed Feature Extraction for Bearing Compound Fault Diagnosis
    Han, Shuzhen
    Niu, Pingjuan
    Luo, Shijie
    Li, Yitong
    Zhen, Dong
    Feng, Guojin
    Sun, Shengke
    [J]. SENSORS, 2023, 23 (19)
12345