Using a Model Matching Method for Rolling Bearing Fault Determination

被引:0
作者
Shi, Chunhe [1 ]
Han, Xiaowei [1 ]
机构
[1] Shenyang Univ, Sch Informat Engn, Shenyang 110044, Peoples R China
来源
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT) | 2016年 / 57卷
关键词
Model matching method; Rolling bearing; Fault judgment; principal components; PCA;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper mainly introduces the model matching method in fault determination of an application, first before applying the model matching method for characteristics of principal components analysis, reducing their dimensions to improve the performance.
引用
收藏
页码:294 / 297
页数:4
相关论文
共 50 条
  • [41] Rolling Bearing Fault Diagnosis Method Using Glowworm Swarm Optimization and Artificial Neural Network
    Xu, Qiang
    Liu, Yongqian
    Tian, De
    Long, Quan
    ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 1812 - +
  • [42] Fault diagnosis method of rolling bearing using principal component analysis and support vector machine
    Ying-Kui Gu
    Xiao-Qing Zhou
    Dong-Ping Yu
    Yan-Jun Shen
    Journal of Mechanical Science and Technology, 2018, 32 : 5079 - 5088
  • [43] Rolling bearing fault diagnosis method using MF-DFA and LSSVM based on PSO
    Xiong, Qing
    Zhang, Wei-Hua
    Zhendong yu Chongji/Journal of Vibration and Shock, 2015, 34 (11): : 188 - 193
  • [44] Rolling Bearing Fault Diagnosis Using Improved Lifting Scheme
    Jiang Hongkai
    He Yina
    Duan Chendong
    ADVANCES IN ENVIRONMENTAL SCIENCE AND ENGINEERING, PTS 1-6, 2012, 518-523 : 3780 - 3783
  • [45] Fault diagnosis method for variable speed of rolling bearing in EMU gearbox
    Sun X.
    Ji A.
    Du Z.
    Chen X.
    Lin X.
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2023, 55 (01): : 106 - 115
  • [46] Improved DLMD and TKEO Method for Fault Feature Extraction of Rolling Bearing
    Luo T.
    Ma J.
    Wang X.-D.
    Yang C.-Y.
    Li Z.-R.
    Ma, Jun (mjun@kust.edu.cn), 1600, Chinese Institute of Electronics (49): : 387 - 393
  • [47] Multisensor Feature Fusion Based Rolling Bearing Fault Diagnosis Method
    Tong, Jinyu
    Liu, Cang
    Pan, Haiyang
    Zheng, Jinde
    COATINGS, 2022, 12 (06)
  • [48] Fault diagnosis method of rolling bearing based on SE-DRN
    Jiang, Liying
    Wang, Tianci
    Cui, Jianguo
    Du, Wenyou
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 608 - 614
  • [49] Rolling bearing fault diagnosis method based on parameter optimized VMD
    Li K.
    Niu Y.-Y.
    Su L.
    Gu J.-F.
    Lu L.-X.
    Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2023, 36 (01): : 280 - 287
  • [50] An optimized variational mode extraction method for rolling bearing fault diagnosis
    Pang, Bin
    Nazari, Mojtaba
    Sun, Zhenduo
    Li, Jiaying
    Tang, Guiji
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2022, 21 (02): : 558 - 570