A Novel Method for Fault Diagnosis of Planetary Gearbox

被引：0
|
作者：
Liu, Huiling [1 ]
Zhang, Jianguo [1 ]
机构：
[1] Jinzhong Univ, Sch Mech Engn, Jinzhong 030619, Peoples R China
来源：
PROCEEDINGS OF THE 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL, AUTOMATION AND MECHANICAL ENGINEERING (EAME 2018) | 2018年 / 127卷
关键词：
planetary gearbox; fault diagnosis; modeling; empirical mode decomposition; rough set;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The transmission path of planetary gearbox is complex and the fault signal can easily be submerged in the noise signal, so a novel method for fault diagnosis of planetary gearboxes was proposed in the paper, which combined the simulation modeling with the sensor signal processing. Through the dynamic modeling and simulation of the planetary gearbox, it was found that the frequency domain characteristic parameters of the simulation signal can identify different types of sun gear failures. The practical signals were analyzed by the methods of the local wave decomposition, approximate entropy, rough set theory. The minimal fault characteristic parameter set of planetary gearboxes was obtained. The results show that the minimal fault feature parameter set can diagnose different fault types quickly and efficiently with the accuracy of up to 95%.
引用
收藏
页码：164 / 168
页数：5
相关论文
共 50 条
  • [1] Fault diagnosis of planetary gearbox based on acoustic signals
    Yao, Jiachi
    Liu, Chao
    Song, Keyu
    Feng, Chenlong
    Jiang, Dongxiang
    APPLIED ACOUSTICS, 2021, 181
  • [2] Nonconvex Wavelet Thresholding Total Variation Denoising Method for Planetary Gearbox Fault Diagnosis
    Jiang, Pengcheng
    Chang, Yong
    Cong, Hua
    Feng, Fuzhou
    IEEE ACCESS, 2020, 8 : 78753 - 78763
  • [3] A Fault Diagnosis Method for Planetary Gearbox Based on GAF-CNN
    Pang X.-Y.
    Tong Y.
    Wei Z.-H.
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2020, 40 (11): : 1161 - 1167
  • [4] Fault diagnosis for gear wear of planetary gearbox
    Li H.
    Zhao J.
    Zhang X.
    Ni X.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2019, 38 (23): : 84 - 89and125
  • [5] A Novel Real-Time Fault Diagnosis Method for Planetary Gearbox Using Transferable Hidden Layer
    Miao, Xiaodong
    Li, Shunming
    Zhu, Yanqi
    An, Zenghui
    IEEE SENSORS JOURNAL, 2020, 20 (15) : 8403 - 8412
  • [6] A novel method for early fault diagnosis of planetary gearbox with distributed tooth surface wear
    Gao, Maosheng
    Shang, Zhiwu
    Li, Wanxiang
    Liu, Fei
    Liu, Jingyu
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2024, 23 (01): : 3 - 24
  • [7] Fault diagnosis of a planetary gearbox based on order tracking
    Wang K.
    Wang K.-S.
    Zuo M.-J.
    Wang, Ke-Sheng, 2016, Chinese Vibration Engineering Society (35): : 140 - 145and195
  • [8] Amplitudes of characteristic frequencies for fault diagnosis of planetary gearbox
    Zhang, Mian
    Wan, KeSheng
    Wei, Dongdong
    Zuo, Ming J.
    JOURNAL OF SOUND AND VIBRATION, 2018, 432 : 119 - 132
  • [9] A fault diagnosis method for variable speed planetary gearbox based on ADGADF and Swin Transformer
    Wang, Huihui
    Wu, Zhe
    Li, Qi
    Cui, Yanping
    Cui, Suxiao
    INSIGHT, 2024, 66 (04) : 232 - 239
  • [10] Planetary gearbox fault diagnosis using an adaptive stochastic resonance method
    Lei, Yaguo
    Han, Dong
    Lin, Jing
    He, Zhengjia
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 38 (01) : 113 - 124
12345