Fault diagnosis method for aeroengine bearings based on PIRD-CNN

被引:0
|
作者
Zhang, Bowen [1 ,2 ]
Pang, Xinyu [2 ]
Cheng, Baoan [1 ]
Li, Feng [3 ]
Su, Shenzheng [1 ]
机构
[1] State Owned Sida Machinery Manufacturing Company, Xianyang,610400, China
[2] School of Mechanical and Transportation Engineering, Taiyuan University of Technology, Taiyuan,030024, China
[3] School of Aeronautics and Astronautics, Taiyuan University of Technology, Taiyuan,030024, China
来源
Zhendong yu Chongji/Journal of Vibration and Shock | / 43卷 / 18期
关键词
D O I
10.13465/j.cnki.jvs.2024.18.022
中图分类号
学科分类号
摘要
21
引用
收藏
页码:201 / 207
相关论文
共 50 条
  • [1] An interpretable fault diagnosis method for aeroengine bearings based on belief rule based with a dynamic power set
    Li, Jinyuan
    He, Wei
    Zhu, Hailong
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [2] Fault diagnosis method for rolling bearings based on VMD and SDAE-CNN
    Wei, Lunpan
    Peng, Xiuyan
    Cao, Yunpeng
    2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, : 1211 - 1217
  • [3] Study on the fault diagnosis of rolling bearings based on the CNN-BiLSTM method
    Shuo, Sun
    Liu Xinmin
    Wen, Liu
    Yao, Zhang
    2023 6TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY AND POWER ENGINEERING, REPE 2023, 2023, : 136 - 140
  • [4] Aeroengine Control System Sensor Fault Diagnosis Based on CWT and CNN
    Gou, Linfeng
    Li, Huihui
    Zheng, Hua
    Li, Huacong
    Pei, Xiaoning
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [5] Method of aeroengine fault diagnosis based on a Fingerprint map
    Li, Yao-hua
    Gou, Ying-qi
    Pan, Cheng
    Song, Kaige
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2023, 237 (09) : 2092 - 2111
  • [6] Fault Diagnosis of Bearings Based on SSWT, Bayes Optimisation and CNN
    Yan, Guohua
    Hu, Yihuai
    Shi, Qingguo
    POLISH MARITIME RESEARCH, 2023, 30 (03) : 132 - 141
  • [7] An Improved Fault Diagnosis Method of Rolling Bearings Based on Multi-Scale Attention CNN
    Deng, Linfeng
    Zhang, Yuanwen
    Shi, Zhifeng
    JOURNAL OF FAILURE ANALYSIS AND PREVENTION, 2024, 24 (04) : 1814 - 1827
  • [8] Novel aeroengine fault diagnosis method based on feature amplification
    Lin, Lin
    He, Wenhui
    Fu, Song
    Tong, Changsheng
    Zu, Lizheng
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 122
  • [9] Intelligent Fault Diagnosis of Rolling Element Bearings Based on HHT and CNN
    Yuan, Zhuang
    Zhang, Laibin
    Duan, Lixiang
    Li, Tao
    2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 292 - 296
  • [10] Fault Diagnosis of Wind Turbine Bearings Based on CNN and SSA–ELM
    Xiaoyue Liu
    Zeming Zhang
    Fanwei Meng
    Yi Zhang
    Journal of Vibration Engineering & Technologies, 2023, 11 : 3929 - 3945