Reliability Analysis of Wind Turbine Gear Box Based on Fault Tree and Bayesian Network

被引:0
|
作者
Jin, Haofan [1 ]
Liu, Changliang [1 ]
机构
[1] North China Elect Power Univ Baoding, Baoding 071003, Hebei, Peoples R China
关键词
Wind turbine gearbox; Bayesian networks; Fault Tree; Reliability;
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
Gear box is a key component of wind turbine, its reliability improvement directly affects the reliability of the whole wind turbine. In this paper, two main failure modes of the wind turbine gear transmission system are analyzed based on the fault tree and Bayesian network. They are tooth surface contact fatigue pitting and tooth root bending fatigue fracture. The reliability index of the gear drive system was derived and its weaknesses were obtained through two - way reasoning ability of Bayesian network. Provide a theoretical basis and reference for the rational design and reliability of the gearbox.
引用
收藏
页码:4681 / 4686
页数:6
相关论文
共 50 条
  • [31] A novel approach based on fault tree analysis and Bayesian network for multi-state reliability analysis of complex equipment systems
    Luo, Xiaofang
    Li, Yushan
    Bai, Xu
    Tang, Rongkeng
    Jin, Hui
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2024, 238 (04) : 812 - 838
  • [32] condition monitoring method of wind turbine gear box based on SCADA data
    Yin S.
    Hou G.
    Yu X.
    Wang Q.
    Gong L.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (01): : 324 - 332
  • [33] Fuzzy reliability assessment method based on T-S fault tree and Bayesian network
    Yao, Chengyu
    Chen, Dongning
    Wang, Bin
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2014, 50 (02): : 193 - 201
  • [34] Research on reliability of centrifugal compressor unit based on dynamic Bayesian network of fault tree mapping
    Gao, Yuan
    Zhang, Liang
    Zhou, Jiawei
    Wei, Bojia
    Yan, Zhongchao
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2023, 37 (05) : 2667 - 2677
  • [35] Research on reliability of centrifugal compressor unit based on dynamic Bayesian network of fault tree mapping
    Gao Yuan
    Zhang Liang
    Zhou Jiawei
    Wei Bojia
    Yan Zhongchao
    Journal of Mechanical Science and Technology, 2023, 37 : 2667 - 2677
  • [36] Fault Analysis of Wind Turbine Generator in an Isolated Network
    Khan, M. Rizwan
    Khan, M. Faisal
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY CONVERSION TECHNOLOGIES (ICAECT): INTELLIGENT ENERGY MANAGEMENT: TECHNOLOGIES AND CHALLENGES, 2014, : 227 - +
  • [37] Probabilistic Fault Diagnosis of Safety Instrumented Systems based on Fault Tree Analysis and Bayesian Network
    Chiremsel Z.
    Nait Said R.
    Chiremsel R.
    Journal of Failure Analysis and Prevention, 2016, 16 (5) : 747 - 760
  • [38] Fault Warning and Reliability Analysis of Wind Turbine Failure Based on Data-driven
    Li, Yinglong
    Ma, Zewen
    Feng, Jiakai
    Zhang, Ronghao
    Fu, Ningtao
    Liang, Dingkang
    2024 THE 8TH INTERNATIONAL CONFERENCE ON GREEN ENERGY AND APPLICATIONS, ICGEA 2024, 2024, : 28 - 32
  • [39] A Fuzzy Bayesian Network Based on Fault Tree for Vaccine Safety Risks Analysis
    Hou, Muzhou
    Xiong, Dan
    Xie, Xiaoliang
    Wei, Guo
    20TH INT CONF ON UBIQUITOUS COMP AND COMMUNICAT (IUCC) / 20TH INT CONF ON COMP AND INFORMATION TECHNOLOGY (CIT) / 4TH INT CONF ON DATA SCIENCE AND COMPUTATIONAL INTELLIGENCE (DSCI) / 11TH INT CONF ON SMART COMPUTING, NETWORKING, AND SERV (SMARTCNS), 2021, : 92 - 99
  • [40] A human error mechanism for pilot based on fault tree analysis and Bayesian network
    Xinyao, Guo
    Bin, Meng
    Yawei, Liu
    Na, Lu
    Shuai, Fu
    Qingmin, Si
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (06) : 6863 - 6871