Chinese Journal of Construction Machinery, Volume. 23, Issue 3, 470(2025)

Noise reduction method for rolling bearings based on EEMD-GWO-VMD

ZHANG Tao, ZHANG Zhenbin, and XIE Jianlong
Author Affiliations
  • School of Mechanical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu, China
  • show less
    References(7)

    [1] [1] SONG L Y, WANG H Q, CHEN P. Vibration-based intelligent fault diagnosis for roller bearings in low-speed rotating machinery [J]. IEEE Transactions on Instrumentation and Measurement, 2018, 67(8): 1887-1899.

    [2] [2] ELESNICK I W. A higher density discrete wavelet transforms [J]. IEEE Transactions on Signal Processing, 2006, 54(8): 3039-3048.

    [3] [3] HUANG N E, SHEN Z, LONG S, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis [J]. Proceedings of the Royal Society of London, Series A: Mathematical, Physical and Engineering Sciences, 1998, 454(1971): 903-995.

    [4] [4] WU Z H, HUANG N E. Ensemble empirical mode decomposition: a noise-assisted data analysis method [J]. Advances in Adaptive Data Analysis, 2009, 1(1): 1-41.

    [6] [6] DRAGOMIRETSKIY K, ZOSSO D. Variational mode decomposition [J]. IEEE Transactions on Signal Processing, 2013, 62(3): 531-544.

    [8] [8] BORGHESANI P, PENNACCHI P, CHATTERTON S.et al. The relationship between kurtosis-and envelope-based indexes for the diagnostic of rolling element bearings [J]. Mechanical Systems and Signal Processing, 2014, 43(1/2): 25-43.

    [9] [9] XUE X, ZHOU J. A hybrid fault diagnosis approach based on mixed-domain state features for rotating machinery [J]. ISA Transactions, 2017, 66: 284-295.

    Tools

    Get Citation

    Copy Citation Text

    ZHANG Tao, ZHANG Zhenbin, XIE Jianlong. Noise reduction method for rolling bearings based on EEMD-GWO-VMD[J]. Chinese Journal of Construction Machinery, 2025, 23(3): 470

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: --

    Accepted: Aug. 25, 2025

    Published Online: Aug. 25, 2025

    The Author Email:

    DOI:10.15999/j.cnki.311926.2025.03.007

    Topics