Spectral entropy: a complementary index for rolling element bearing performance degradation assessment

被引：119
|
作者：
Pan, Y. N. [1 ]
Chen, J. [1 ]
Li, X. L. [2 ]
机构：
[1] Shanghai Jiao Tong Univ, State Key Lab Mech Syst & Vibrat, Shanghai 200240, Peoples R China
[2] Hangzhou Bearing Test & Res Ctr, State Testing Lab, Hangzhou, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE | 2009年 / 223卷 / 05期
关键词：
spectral entropy; performance degradation assessment; bearing accelerated life test; FAULT-DIAGNOSIS; STATISTICAL MOMENTS; MACHINE; VIBRATION; ALGORITHM; ENVELOPE; DEFECTS;
D O I：
10.1243/09544062JMES1224
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
Performance degradation assessment has been proposed to realize equipment's near-zero downtime and maximum productivity. Exploring effective indices is crucial for it. In this study, rolling element bearing has been taken as a research object, spectral entropy is proposed to be as a complementary index for its performance degradation assessment, and its accelerated life test has been performed to collect vibration data over a whole lifetime (normal-fault-failure). Results of both simulation and experiment show that spectral entropy is an effective complementary index.
引用
收藏
页码：1223 / 1231
页数：9
相关论文
共 50 条
  • [31] Bearing performance degradation assessment based on Renyi entropy and K-medoids clustering
    Zhang L.
    Song C.
    Zou Y.
    Hong C.
    Wang C.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2020, 39 (20): : 24 - 31and46
  • [32] Bearing Performance Degradation Assessment Using Lifting Wavelet Packet Symbolic Entropy and SVDD
    Zhou, Jianmin
    Guo, Huijuan
    Zhang, Long
    Xu, Qingyao
    Li, Hui
    SHOCK AND VIBRATION, 2016, 2016
  • [33] Performance assessment of a morphological index in fault prediction and trending of defective rolling element bearings
    Patargias, T. I.
    Yiakopoulos, C. T.
    Antoniadis, I. A.
    NONDESTRUCTIVE TESTING AND EVALUATION, 2006, 21 (01) : 39 - 60
  • [34] Performance degradation assessment of rolling bearings based on the comprehensive characteristic index and improved SVDD
    Du, Yongzhi
    Cao, Yu
    Wang, Haochen
    Li, Guohua
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (08)
  • [35] Optimal weighted multi-scale entropy-energy ratio feature for rolling bearing degradation assessment
    Shen, Chen
    Luo, Jiesi
    Jiang, Pengli
    Lin, Guijuan
    Zhang, Shaohui
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2025, 36 (02)
  • [36] Performance degradation assessment of rolling bearings based on the entropy energy ratio of adaptive frequency band
    Zhang L.
    Wu R.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2021, 40 (02): : 63 - 71and110
  • [37] Fractional envelope to enhance spectral features of rolling element bearing faults
    Jahagirdar, Ankush C.
    Gupta, Karunesh Kumar
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2020, 34 (02) : 573 - 579
  • [38] Fractional envelope to enhance spectral features of rolling element bearing faults
    Ankush C. Jahagirdar
    Karunesh Kumar Gupta
    Journal of Mechanical Science and Technology, 2020, 34 : 573 - 579
  • [39] Rolling element bearing fault detection using PPCA and spectral kurtosis
    Xiang, Jiawei
    Zhong, Yongteng
    Gao, Haifeng
    MEASUREMENT, 2015, 75 : 180 - 191
  • [40] The application of time domain and frequency domain statistical factors on rolling bearing performance degradation assessment
    Wang, Yujing
    Jiang, Yicheng
    Kang, Shouqiang
    Computer Modelling and New Technologies, 2014, 18 (08): : 192 - 198
12345