Wind turbine main-bearing loading and wind field characteristics

被引:44
|
作者
Hart, Edward [1 ]
Turnbull, Alan [1 ]
Feuchtwang, Julian [1 ]
McMillan, David [1 ]
Golysheva, Evgenia [2 ]
Elliott, Robin [2 ]
机构
[1] Univ Strathclyde, Wind & Marine Energy Syst CDT, Glasgow, Lanark, Scotland
[2] ONYX InSight, Nottingham, England
基金
英国工程与自然科学研究理事会;
关键词
aero-elastic simulation; bearings; load modelling; main bearing; wind turbine;
D O I
10.1002/we.2386
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper investigates the relationship between wind turbine main-bearing loads and the characteristics of the incident wind field in which the wind turbine is operating. For a 2-MW wind turbine model, fully aeroelastic multibody simulations are performed in 3D turbulent wind fields across the wind turbine's operational envelope. Hub loads are extracted and then injected into simplified drivetrain models of three types of main-bearing configuration. The main-bearing reaction loads and load ratios from the simplified model are presented and analysed. Results indicate that there is a strong link between wind field characteristics and the loading experienced by the main bearing(s), with the different bearing configurations displaying very different loading behaviours. Main-bearing failure rates determined from operational data for two drivetrain configurations are also presented.
引用
收藏
页码:1534 / 1547
页数:14
相关论文
共 50 条
  • [1] Investigation of the relationship between main-bearing loads and wind field characteristics
    Hart, E.
    Turnbull, A.
    McMillan, D.
    Feuchtwang, J.
    Golysheva, E.
    Elliott, R.
    WINDEUROPE CONFERENCE & EXHIBITION 2017, 2017, 926
  • [2] Data driven case study of a wind turbine main-bearing failure
    de Mello, Elisha
    Kampolis, Georgios
    Hart, Edward
    Hickey, Daryl
    Dinwoodie, Iain
    Carroll, James
    Dwyer-Joyce, Rob
    Boateng, Ampea
    EERA DEEPWIND'2021, 2021, 2018
  • [3] Impacts of wind field characteristics and non-steady deterministic wind events on time-varying main-bearing loads
    Hart, Edward
    Stock, Adam
    Elderfield, George
    Elliott, Robin
    Brasseur, James
    Keller, Jonathan
    Guo, Yi
    Song, Wooyong
    WIND ENERGY SCIENCE, 2022, 7 (03) : 1209 - 1226
  • [4] Wind turbine main-bearing lubrication - Part 2: Simulation-based results for a double-row spherical roller main bearing in a 1.5 MW wind turbine
    Hart, Edward
    de Mello, Elisha
    Dwyer-Joyce, Rob
    WIND ENERGY SCIENCE, 2022, 7 (04) : 1533 - 1550
  • [5] Wind turbine main-bearing lubrication - Part 1: An introductory review of elastohydrodynamic lubrication theory
    Hart, Edward
    de Mello, Elisha
    Dwyer-Joyce, Rob
    WIND ENERGY SCIENCE, 2022, 7 (03) : 1021 - 1042
  • [6] Remaining Useful Life Prediction of Wind Turbine Main-Bearing Based on LSTM Optimized Network
    Li, Linli
    Jian, Qifei
    IEEE SENSORS JOURNAL, 2024, 24 (13) : 21143 - 21156
  • [7] Lubrication reliability analysis of wind turbine main bearing in random wind field
    Wu, Miaojie
    Han, Xu
    Tao, Yourui
    Pei, Jiaxing
    TRIBOLOGY INTERNATIONAL, 2023, 179
  • [8] A feasibility study into prognostics for the main bearing of a wind turbine
    Butler, Shane
    O'Connor, Frank
    Farren, Des
    Ringwood, John. V.
    2012 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), 2012, : 1092 - 1097
  • [9] Improved Ensemble Learning for Wind Turbine Main Bearing Fault Diagnosis
    Beretta, Mattia
    Vidal, Yolanda
    Sepulveda, Jose
    Porro, Olga
    Cusido, Jordi
    APPLIED SCIENCES-BASEL, 2021, 11 (16):
  • [10] Fault diagnosis of the wind turbine main bearing through multifractal theory
    Gu, Quan
    Chen, Changzheng
    Kong, Xiangjun
    Sun, Xianming
    Zhou, Bo
    Gu, Yanling
    ADVANCED RESEARCH ON INTELLIGENT SYSTEMS AND MECHANICAL ENGINEERING, 2013, 644 : 337 - 340