Fault Diagnosis of Hydraulic Variable Pitch for Wind Turbine Based on Qualitative and Quantitative Analysis

被引:0
|
作者
Han, Xiaojuan [1 ]
Zhang, Hao [1 ]
Chen, Yueyan [1 ]
Zhang, Xilin [2 ]
Wang, Chengmin [3 ]
机构
[1] North China Elect Power Univ, Dept Control & Comp Engn, Beijing 102206, Peoples R China
[2] Changchun Power Supply Co, Dispatching Ctr, Changchun 130012, Peoples R China
[3] Shanghai Jiao Tong Univ, Elect & Informat Engn Coll, Shanghai 200240, Peoples R China
关键词
fault tree; Petri net; hydraulic variable pitch; 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
Qualitative analysis and quantitative analysis are combined to carry on hydraulic variable pitch system fault diagnosis of wind turbine. Fault tree model of hydraulic system is established by the analysis of hydraulic system fault symptoms set. Petri net model of hydraulic system fault can be obtained by fault tree using the matrix operations of Petri net to achieve the conversion from qualitative to quantitative which can make up the shortcoming of fault tree model inclining to qualitative analysis when the basic event is difficult to determine its occurrence probability. The validity of the model is verified by simulation example.
引用
收藏
页码:3181 / 3185
页数:5
相关论文
共 50 条
  • [31] CONTROLS FOR VARIABLE PITCH WIND TURBINE GENERATORS
    HINRICHSEN, EN
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1984, 103 (04): : 886 - 892
  • [32] Simulator Design of Variable Pitch wind Turbine
    Chen, Jin
    Chen, Guanlin
    Wang, Zhenhua
    Song, Haihui
    Zhou, Jin
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 3239 - 3243
  • [33] Fault Diagnosis of Pitch Sensor Bias for Wind Turbine Based on the Multi-innovation Kalman Filter
    Wu, Dinghui
    Gao, Cong
    Zhai, Yanjie
    Shen, Yanxia
    Ji, Zhicheng
    [J]. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 6403 - 6407
  • [34] Fault diagnosis of pitch system of wind turbine based on improved stacked auto-encoder network
    Wang S.
    Wang T.
    Zhou L.
    Chen T.
    Wang Y.
    [J]. EEA - Electrotehnica, Electronica, Automatica, 2020, 68 (03): : 47 - 54
  • [35] Fault diagnosis of wind turbine pitch system based on LSTM with multi-channel attention mechanism
    Qin, Shigang
    Tao, Jie
    Zhao, Zhilei
    [J]. ENERGY REPORTS, 2023, 10 : 4087 - 4096
  • [36] Optimal control of the electro-hydraulic actuator for variable pitch variable speed wind turbine: Performance enrichment
    Alemu, Mahideremariam
    Ayenew, Endalew
    [J]. WIND ENGINEERING, 2024, 48 (01) : 65 - 81
  • [37] Analysis and calculation of variable pitch load for horizontal axis wind turbine
    Kong Y.
    Xu D.
    Gu Z.
    Wang Z.
    Chen J.
    [J]. Jiangsu Daxue Xuebao (Ziran Kexue Ban)/Journal of Jiangsu University (Natural Science Edition), 2010, 31 (06): : 635 - 639
  • [38] Variable Pitch Control of Wind Turbine Based on RBF Neural Network
    Liao Qian
    Qiu Xiao-yan
    Jiang Run-zhou
    Wang Gang
    Li Zhuo-yi
    [J]. 2014 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2014,
  • [39] Model analysing of hydraulic variable-pitch mechanism for large-scale wind turbine
    Kong, Yigang
    Xu, Dalin
    Gu, Hao
    Wang, Zhixin
    Chen, Jianhua
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2010, 31 (02): : 210 - 215
  • [40] The hydraulic pitch-controlled technology of wind turbine
    Lin, Yonggang
    Sun, Yong
    Li, Wei
    Zhang, Dahai
    Bao, Xianbing
    [J]. PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON FLUID POWER TRANSMISSION AND CONTROL, 2009, : 447 - 452