A survey of health monitoring systems for wind turbines

被引:149
作者
Wymore, Mathew L. [1 ]
Van Dam, Jeremy E. [2 ]
Ceylan, Halil [3 ]
Qiao, Daji [1 ]
机构
[1] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USA
[2] Iowa State Univ, Dept Aerosp Engn, Ames, IA 50011 USA
[3] Iowa State Univ, Dept Civil Construct & Environm Engn, Ames, IA 50011 USA
基金
美国国家科学基金会;
关键词
Wind energy; Health monitoring; Sensing systems; CONDITION-BASED MAINTENANCE; OF-THE-ART; FAULT-DIAGNOSIS; SENSOR; MACHINERY;
D O I
10.1016/j.rser.2015.07.110
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind energy has played an increasingly vital role in renewable power generation, driving the need for more cost-effective wind energy solutions. Health monitoring of turbines could provide a variety of economic and other benefits to aid in wind growth. A number of commercial and research health monitoring systems have been implemented for wind turbines. This paper surveys these systems, providing an analysis of the current state of turbine health monitoring and the challenges associated with monitoring each of the major turbine components. This paper also contextualizes the survey with the various potential benefits of health monitoring for turbines. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:976 / 990
页数:15
相关论文
共 129 条
  • [81] Capacitive sensors for offshore scour monitoring
    Michalis, Panagiotis
    Saafi, Mohamed
    Judd, Martin
    [J]. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-ENERGY, 2013, 166 (04) : 189 - 196
  • [82] Mitchell P, 2011, INTEGR PHOTONICS MAT, V8069, P1
  • [83] Mobley R. K., 2002, Maintenance Fundamentals
  • [84] Acoustic emission monitoring of bridges: Review and case studies
    Nair, Archana
    Cai, C. S.
    [J]. ENGINEERING STRUCTURES, 2010, 32 (06) : 1704 - 1714
  • [85] Maintenance management of wind power systems using condition monitoring systems - Life cycle cost analysis for two case studies
    Nilsson, Julia
    Bertling, Lina
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (01) : 223 - 229
  • [86] Temperature and moisture monitoring in concrete structures using embedded nanotechnology/microelectromechanical systems (MEMS) sensors
    Norris, Ashley
    Saafi, Mohamed
    Romine, Peter
    [J]. CONSTRUCTION AND BUILDING MATERIALS, 2008, 22 (02) : 111 - 120
  • [87] A Wireless, Passive Embedded Sensor for Real-Time Monitoring of Water Content in Civil Engineering Materials
    Ong, Justin B.
    You, Zhanping
    Mills-Beale, Julian
    Tan, Ee Lim
    Pereles, Brandon D.
    Ong, Keat Ghee
    [J]. IEEE SENSORS JOURNAL, 2008, 8 (11-12) : 2053 - 2058
  • [88] A resonant printed-circuit sensor for remote query monitoring of environmental parameters
    Ong, KG
    Grimes, CA
    [J]. SMART MATERIALS & STRUCTURES, 2000, 9 (04) : 421 - 428
  • [89] Osgood R. M., 2001, NRELTP50030070
  • [90] Operational modal analysis of a 2.5MW wind turbine using optical measurement techniques and strain gauges
    Ozbek, Muammer
    Rixen, Daniel J.
    [J]. WIND ENERGY, 2013, 16 (03) : 367 - 381