Fault feature extraction of bearing faults based on singular value decomposition and variational modal decomposition

被引:0
|
作者
School of Electrical and Electronic Engineering, North China Electric Power University, Baoding [1 ]
071003, China
机构
来源
J Vib Shock | / 22卷 / 183-188期
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Envelope spectra - Fault feature - Fault feature extractions - Intrinsic Mode functions - Modal decomposition - Mode decomposition - Ratio of signal to noise - Rolling bearings
引用
收藏
相关论文
共 50 条
  • [1] Feature Extraction of Weak Fault for Rolling Bearing Based on Improved Singular Value Decomposition
    Cui L.
    Liu Y.
    Wang X.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2022, 58 (17): : 156 - 169
  • [2] Fault Feature Extraction of Rolling Bearings Based on Variational Mode Decomposition and Singular Value Entropy
    Zhang, Chen
    Zhao, Rongzhen
    Deng, Linfeng
    2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL AUTOMATION (ICITIA 2017), 2017, : 296 - 300
  • [3] Fault Feature Extraction of Bearing Fault in Wind Turbine Generator Based on the Variational Modal Decomposition and Spectral Kurtosis
    Guo, ShuangWei
    Zhang, Wenmin
    Zhao, Hongshan
    PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON ENERGY SCIENCE AND CHEMICAL ENGINEERING (ISESCE 2015), 2016, 45 : 59 - 62
  • [4] Research on bearing fault feature extraction based on singular value decomposition and optimized frequency band entropy
    Li, Hua
    Liu, Tao
    Wu, Xing
    Chen, Qing
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 118 : 477 - 502
  • [5] Feature extraction method of rolling bearing fault based on singular value decomposition-morphology filter and empirical mode decomposition
    Tang B.
    Jiang Y.
    Zhang X.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2010, 46 (05): : 37 - 42+48
  • [6] Electric shock feature extraction method based on adaptive variational mode decomposition and singular value decomposition
    Zhu, Hongzhang
    Wu, Chuanping
    Zhou, Yang
    Xie, Yao
    Zhou, Tiannian
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2023, 17 (09) : 361 - 372
  • [7] Fault feature extraction based on morlet wavelet transform and singular value decomposition
    Geng, Yu-Bin, 1600, South China University of Technology (42):
  • [9] Singular value decomposition based feature extraction approaches for classifying faults of induction motors
    Kang, Myeongsu
    Kim, Jong-Myon
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 41 (1-2) : 348 - 356
  • [10] Fault feature extraction method of rolling bearings based on singular value decomposition and local mean decomposition
    Wang, Jianguo
    Li, Jian
    Wan, Xudong
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2015, 51 (03): : 104 - 110