Chinese Journal of Construction Machinery, Volume. 23, Issue 3, 543(2025)

Research on fault diagnosis method of gearbox medium-speed shaft based on VME and MCKD

JI Xiaolong1,2, ZHAO Qianying3, LUO Zhi1,2, WANG Zuda1,2, CAI Haiyang1,2, and ZHANG Zhen1,2
Author Affiliations
  • 1Windey Energy Technology Group Co., Ltd., Hangzhou 310000, Zhejiang, China
  • 2Key Laboratory of Wind Power Technology of Zhejiang Province, Hangzhou 310000, Zhejiang, China
  • 3Zhejiang Narada Power Supply Co., Ltd., Hangzhou 310030, Zhejiang, China
  • show less
    References(6)

    [1] [1] Chinese Renewable Energy Industries Association(CREA). Wind power development of China in 2014 [M]. Beijing: CREIA Press, 2014.

    [2] [2] CORIZZO H G J. Multi-aspect renewable energy forecasting [J]. Information Sciences, 2021, 546: 701-722.

    [3] [3] WANG R J, GERBER S. Magnetically geared wind generator technologies: opportunities and challenges [J]. Applied Energy, 2014, 136: 817-826.

    [5] [5] LI Z X, PENG Z. A new nonlinear blind source separation method with chaos indicators for decoupling diagnosis of hybrid failures: a marine propulsion gearbox case with a large speed variation [J]. Chaos, Solitons and Fractals, 2016, 89: 27-39.

    [6] [6] NAZARI M, SAKHAEI S M. Variational mode extraction: a new efficient method to derive respiratory signals from ECG [J]. IEEE Journal of Biomedical and Health Informatics, 2017, 22(4): 1059-1067.

    [7] [7] MCDONALD G L, ZHAO Q, ZUO M J. Maximum correlated Kurtosis deconvolution and application on gear tooth chip fault detection [J]. Mechanical Systems and Signal Processing, 2012, 33: 237-255.

    Tools

    Get Citation

    Copy Citation Text

    JI Xiaolong, ZHAO Qianying, LUO Zhi, WANG Zuda, CAI Haiyang, ZHANG Zhen. Research on fault diagnosis method of gearbox medium-speed shaft based on VME and MCKD[J]. Chinese Journal of Construction Machinery, 2025, 23(3): 543

    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.311926.2025.03.017

    Topics