Fault Diagnosis for Wind Turbine Gearbox Based on Wavelet Analysis

被引:0
|
作者
Zhou Wen-jing [1 ]
Shen Yan-xia [1 ]
Wang Long [1 ]
机构
[1] Jiangnan Univ, Inst Elect Automat, Wuxi 214122, Peoples R China
关键词
wavelet analysis; gear failure; vibration analysis; fault diagnosis;
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
Based on wavelet transform of time-frequency multi-resolution analysis characteristic and the fault type of gearbox, the theoretical model of gear faults vibration signal was established from the perspective of dynamics. The method for fault diagnosis of wind turbine gearbox was proposed, and experiment was carried out to verify the effect of this diagnosis method. The results showed that this diagnosis method could effectively diagnose the partial damage failure of gears in gearbox.
引用
收藏
页码:1638 / 1641
页数:4
相关论文
共 50 条
  • [1] Fault diagnosis of wind turbine gearbox based on wavelet neural network
    Chen Huitao
    Jing Shuangxi
    Wang Xianhui
    Wang Zhiyang
    [J]. JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2018, 37 (04) : 977 - 986
  • [2] The Fault Vibration Signal Analysis Of Wind Turbine Gearbox Based On Wavelet Transform
    Zhang Yon
    Liu Xiang-jun
    [J]. PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, : 724 - 727
  • [3] Application of Wavelet Synchrosqueezing Transform For Wind Turbine Gearbox Fault Diagnosis
    Maheswari, R. Uma
    Umamaheswari, R.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH, 2016, : 508 - 511
  • [4] Wind turbine gearbox fault diagnosis based on the vibration spectrum analysis
    Wang, Shoubin
    Zhao, Bo
    Luo, Yongshui
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2019, 19 (01) : 137 - 151
  • [5] 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
  • [6] 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
  • [7] Wind Turbine Gearbox Fault Diagnosis Using Adaptive Morlet Wavelet Spectrum
    Yao, Xingjia
    Guo, Changchun
    Zhong, Mingfang
    Li, Yan
    Shan, Guangkun
    Zhang, Yanan
    [J]. ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL II, PROCEEDINGS, 2009, : 580 - +
  • [8] Application of Wavelet Neural Networks on Vibration Fault Diagnosis for Wind Turbine Gearbox
    Huang, Qian
    Jiang, Dongxiang
    Hong, Liangyou
    Ding, Yongshan
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS, 2008, 5264 : 313 - 320
  • [9] Fault diagnosis of wind turbine gearbox based on model fusion
    Sun, Wenqing
    Deng, Aidong
    Deng, Minqiang
    Liu, Yang
    Cheng, Qiang
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2022, 43 (01): : 64 - 72
  • [10] Fault Diagnosis of Wind Turbine Gearbox Based on Vibration Data
    Wang, Hongwei
    Wang, Zeyuan
    Liu, Wei
    [J]. 2018 IEEE 15TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2018), 2018, : 234 - 238