Structural health and prognostics management for the enhancement of offshore wind turbine operations and maintenance strategies

被引:28
作者
Griffith, D. Todd [1 ]
Yoder, Nathanael C. [2 ]
Resor, Brian [1 ]
White, Jonathan [1 ]
Paquette, Joshua [1 ]
机构
[1] Sandia Natl Labs, Wind & Water Technol, Albuquerque, NM 87185 USA
[2] ATA Engn, San Diego, CA USA
关键词
structural health monitoring; prognostics management; condition-based maintenance; offshore wind turbines; operations and maintenance; prognostic control; BENEFIT;
D O I
10.1002/we.1665
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
Offshore wind turbines are an attractive source for clean and renewable energy for reasons including their proximity to population centers and higher capacity factors. One obstacle to the more widespread installation of offshore wind turbines in the USA, however, is that recent projections of offshore operations and maintenance costs vary from two to five times the land-based costs. One way in which these costs could be reduced is through use of a structural health and prognostics management (SHPM) system as part of a condition-based maintenance paradigm with smart loads management. This paper contributes to the development of such strategies by developing an initial roadmap for SHPM, with application to the blades. One of the key elements of the approach is a multiscale simulation approach developed to identify how the underlying physics of the system are affected by the presence of damage and how these changes manifest themselves in the operational response of a full turbine. A case study of a trailing edge disbond is analysed to demonstrate the multiscale sensitivity of damage approach and to show the potential life extension and increased energy capture that can be achieved using simple changes in the overall turbine control and loads management strategy. The integration of health monitoring information, economic considerations such as repair costs versus state of health, and a smart loads management methodology provides an initial roadmap for reducing operations and maintenance costs for offshore wind farms while increasing turbine availability and overall profit. Copyright (c) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:1737 / 1751
页数:15
相关论文
共 35 条
  • [1] Structural health monitoring of wind turbines: method and application to a HAWT
    Adams, Douglas
    White, Jonathan
    Rumsey, Mark
    Farrar, Charles
    [J]. WIND ENERGY, 2011, 14 (04) : 603 - 623
  • [2] Condition monitoring and fault diagnosis in wind energy conversion systems: A review
    Amirat, Y.
    Benbouzid, M. E. H.
    Bensaker, B.
    Wamkeue, R.
    [J]. IEEE IEMDC 2007: PROCEEDINGS OF THE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, VOLS 1 AND 2, 2007, : 1434 - +
  • [3] [Anonymous], OFFSH WIND EN EWEA S
  • [4] Ault MMD GW, 2007, P EUR WIND EN C MIL, P112
  • [5] Besnard F, 2010, IEEE PES INNOV SMART
  • [6] KERNEL DENSITY ESTIMATION VIA DIFFUSION
    Botev, Z. I.
    Grotowski, J. F.
    Kroese, D. P.
    [J]. ANNALS OF STATISTICS, 2010, 38 (05) : 2916 - 2957
  • [7] Structural health monitoring for a wind turbine system: a review of damage detection methods
    Ciang, Chia Chen
    Lee, Jung-Ryul
    Bang, Hyung-Joon
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2008, 19 (12)
  • [8] Danish Energy Authority, 2007, OFFSH WINDP DAN EXP
  • [9] Reliability of wind turbine technology through time
    Echavarria, E.
    Hahn, B.
    van Bussel, G. J. W.
    Tomiyama, T.
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2008, 130 (03):
  • [10] Ek K, 2006, ENV VALUATION DEV CO, P118