Review of Research on Condition Monitoring for Improved O&M of Offshore Wind Turbine Drivetrains

被引:0
|
作者
Jan Helsen
机构
[1] Vrije Universiteit Brussel/OWI-lab,
来源
Acoustics Australia | 2021年 / 49卷
关键词
Wind turbine; Offshore; Drivetrain; Condition monitoring; Prognosis; Vibration; Machine learning; O&M;
D O I
暂无
中图分类号
学科分类号
摘要
This paper discusses trends in condition monitoring of modern offshore wind turbines. First an overview is given of design changes that have been made over the years to large offshore wind turbines and how this resulted in novel opportunities from a monitoring perspective. Similarly, the evolution in data source availability is discussed. From these opportunities, some ongoing research activities in the field are discussed and how they fit with the open challenges. This list is far from exhaustive. It gives an overview of some capita selecta. Particularly, the fields of advanced signal processing and requirement for innovations towards prognostic frameworks are highlighted.
引用
下载
收藏
页码:251 / 258
页数:7
相关论文
共 50 条
  • [21] Condition Health Monitoring of Offshore Wind Turbine based on Wireless Sensor Network
    Fu Zhixin
    Yuan Yue
    2012 CONFERENCE ON POWER & ENERGY - IPEC, 2012, : 649 - 654
  • [22] A Brief Review on Offshore Wind Turbine Fault Detection and Recent Development in Condition Monitoring Based Maintenance System
    Kabir, M. J.
    Oo, Amanullah M. T.
    Rabbani, Mahbub
    2015 AUSTRALASIAN UNIVERSITIES POWER ENGINEERING CONFERENCE (AUPEC), 2015,
  • [23] Using SCADA data for wind turbine condition monitoring - a review
    Tautz-Weinert, Jannis
    Watson, Simon J.
    IET RENEWABLE POWER GENERATION, 2017, 11 (04) : 382 - 394
  • [24] Machine learning methods for wind turbine condition monitoring: A review
    Stetco, Adrian
    Dinmohammadi, Fateme
    Zhao, Xingyu
    Robu, Valentin
    Flynn, David
    Barnes, Mike
    Keane, John
    Nenadic, Goran
    RENEWABLE ENERGY, 2019, 133 : 620 - 635
  • [25] Review of Wind Turbine Maintenance Based on Condition Monitoring Systems
    Huang L.
    Fu Y.
    Ren H.
    Wei S.
    Huang Y.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2020, 40 (21): : 7065 - 7077
  • [26] A Bayesian network based approach for integration of condition-based maintenance in strategic offshore wind farm O&M simulation models
    Nielsen, J. S.
    Sorensen, J. D.
    Sperstad, I. B.
    Welte, T. M.
    LIFE-CYCLE ANALYSIS AND ASSESSMENT IN CIVIL ENGINEERING: TOWARDS AN INTEGRATED VISION, 2019, : 2153 - 2160
  • [27] Failure rate, repair time and unscheduled O&M cost analysis of offshore wind turbines
    Carroll, James
    McDonald, Alasdair
    McMillan, David
    WIND ENERGY, 2016, 19 (06) : 1107 - 1119
  • [28] Study on the Accessibility Impact of Anti-Rolling Tank on the Offshore Wind O&M Gangway
    Zhang, Songtao
    Zhao, Peng
    Li, Chenyang
    Song, Ziqi
    Liang, Lihua
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (04)
  • [29] Looming challanges for onshore wind O&M
    Venables, Mark
    Plant Engineer, 2015, 2015-November (November-December):
  • [30] Using acoustic emission for condition monitoring of the main shaft bearings in 4-point suspension wind turbine drivetrains
    Mohammad, Housam
    Vlasic, Frantisek
    Zacek, Jiri
    Maya, Baraah
    Mazal, Pavel
    NONDESTRUCTIVE TESTING AND EVALUATION, 2023, 39 (08) : 2108 - 2131