Condition monitoring of wind turbines: Techniques and methods

被引:639
作者
Garcia Marquez, Fausto Pedro [1 ]
Mark Tobias, Andrew [2 ]
Pinar Perez, Jesus Maria [1 ]
Papaelias, Mayorkinos [2 ]
机构
[1] Univ Castilla La Mancha, Ingenium Res Grp, E-13071 Ciudad Real, Spain
[2] Univ Birmingham, Birmingham B15 2TT, W Midlands, England
关键词
Fault detection and diagnosis; Condition monitoring; Maintenance management; Wind turbines; BEARING FAULT-DIAGNOSIS; WAVELET TRANSFORM; VIBRATION SIGNALS; DAMAGE-DETECTION; SINGULARITY ANALYSIS; BALL-BEARINGS; SYSTEM; MAINTENANCE; IDENTIFICATION; ENVELOPE;
D O I
10.1016/j.renene.2012.03.003
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind Turbines (WT) are one of the fastest growing sources of power production in the world today and there is a constant need to reduce the costs of operating and maintaining them. Condition monitoring (CM) is a tool commonly employed for the early detection of faults/failures so as to minimise downtime and maximize productivity. This paper provides a review of the state-of-the-art in the CM of wind turbines, describing the different maintenance strategies, CM techniques and methods, and highlighting in a table the various combinations of these that have been reported in the literature. Future research opportunities in fault diagnostics are identified using a qualitative fault tree analysis. Crown Copyright (C) 2012 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:169 / 178
页数:10
相关论文
共 152 条
  • [1] Abbate A, WAVELETS SUBBANDS FU, P101
  • [2] Anastasopoulos A. A., 2002, J ACOUSTIC EMISSION, V20, P229
  • [3] The Selection of a Suitable Maintenance Strategy for Wind Turbines
    Andrawus, Jesse
    Watson, John
    Kishk, Mohammed
    Adam, Allan
    [J]. WIND ENGINEERING, 2006, 30 (06) : 471 - 486
  • [4] Andrews J., 1993, RELIABILITY RISK ASS
  • [5] [Anonymous], 2005, Refocus, V6, P48, DOI DOI 10.1016/S1471-0846(05)70402-9
  • [6] [Anonymous], 1997, Wavelets and Filter Banks
  • [7] [Anonymous], WORLD WIND EN REP 20
  • [8] [Anonymous], 2006, P 27 RIS INT S MAT S
  • [9] [Anonymous], P EWEC94 THESS GREEC
  • [10] Wavelet analysis for gas turbine fault diagnostics
    Aretakis, N
    Mathioudakis, K
    [J]. JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 1997, 119 (04): : 870 - 876