The Fault Vibration Signal Analysis Of Wind Turbine Gearbox Based On Wavelet Transform

被引:0
|
作者
Zhang Yon [1 ]
Liu Xiang-jun [1 ]
机构
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing, Peoples R China
关键词
wind turbines; fault diagnosis; wavelet denoising;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In wind turbine gearbox fault diagnosis, the signals from sensors are non-stationary vibration signals; on the impact of the wind turbine work environment, the vibration signal contains a lot of noise;The traditional signal processing methods can not extract the fault characteristics fast and effectively from the vibration signals; this paper uses wavelet threshold value denoising method to analyze the wind turbine vibration signals and proves feasibility and practicability of the method through a example.
引用
收藏
页码:724 / 727
页数:4
相关论文
共 50 条
  • [31] Vibration based condition monitoring and fault diagnosis of wind turbine planetary gearbox: A review
    Wang, Tianyang
    Han, Qinkai
    Chu, Fulei
    Feng, Zhipeng
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 126 : 662 - 685
  • [32] Cepstrum Analysis of Vibration Signals of Wind Turbine Gearbox
    Teng Wei
    Wu Xin
    Gao Qingfeng
    Liu Yibing
    [J]. 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 4237 - 4240
  • [33] Vibration data-driven fault detection for wind turbine gearbox
    Wang, Ji
    Wu, Jun
    Chen, Zuoyi
    Li, Guoqiang
    Wang, Yuanhang
    [J]. 2018 IEEE 8TH INTERNATIONAL CONFERENCE ON UNDERWATER SYSTEM TECHNOLOGY: THEORY AND APPLICATIONS (USYS), 2018,
  • [34] Fault Analysis and Condition Monitoring of the Wind Turbine Gearbox
    Zhang, Zijun
    Verma, Anoop
    Kusiak, Andrew
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2012, 27 (02) : 526 - 535
  • [35] Wavelet Packet Decomposition-Based Multiscale CNN for Fault Diagnosis of Wind Turbine Gearbox
    Huang, Dajian
    Zhang, Wen-An
    Guo, Fanghong
    Liu, Weijiang
    Shi, Xiaoming
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (01) : 443 - 453
  • [36] Research on composite fault feature extraction of wind turbine gearbox based on improved wavelet packet
    Zhang Z.
    Wang W.
    Wang H.
    Cao Y.
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2022, 43 (09): : 331 - 336
  • [37] Wind Turbine Gearbox Bearing Fault Diagnosis Method Based on ICEEMDAN and Flexible Wavelet Threshold
    Gao, Lu
    Gu, Yanling
    Chen, Changzheng
    Zhang, Pinyang
    Zhang, Zipei
    [J]. JOURNAL OF FAILURE ANALYSIS AND PREVENTION, 2024, 24 (03) : 1181 - 1198
  • [38] EMD and Wavelet Transform Based Fault Diagnosis for Wind Turbine Gear Box
    Yang, Qingyu
    An, Dou
    [J]. ADVANCES IN MECHANICAL ENGINEERING, 2013,
  • [39] Fault diagnosis method for wind power gearbox based on wavelet transform and optimized Swin Transformer
    Zhou, Zhou
    Chen, Jie
    Wu, Mingming
    [J]. Zhendong yu Chongji/Journal of Vibration and Shock, 2024, 43 (15): : 200 - 208
  • [40] Fault monitoring of ring gear of wind turbine gearbox based on coupling modulation new model of vibration signal and parameter identification
    Liu S.
    Wu Y.
    Tian Y.
    Wang J.
    Liu C.
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2022, 43 (10): : 260 - 269