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Simplified fatigue load assessment in offshore wind turbine structural analysis

机译:海上风机结构分析中的简化疲劳载荷评估

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摘要

The estimation of fatigue lifetime for an offshore wind turbine support structure requires a large number of time-domain simulations. It is an important question whether it is possible to reduce the number of load cases while retaining a high level of accuracy of the results. We present a novel method for simplified fatigue load assessments based on statistical regression models that estimate fatigue damage during power production. The main idea is to predict the total fatigue damage only and not also the individual damage values for each load case. We demonstrate the method for a jacket-type support structure. Reducing the number of simulated load cases from 21 to 3, the total fatigue damage estimate exhibited a maximum error of about 6% compared with the complete assessment. As a consequence, a significant amount of simulation time can be saved, in the order of a factor of seven. This quick fatigue assessment is especially interesting in the application of structural optimization, with a large number of iterations. Copyright (C) 2015 John Wiley & Sons, Ltd.
机译:海上风力涡轮机支撑结构的疲劳寿命估算需要大量的时域仿真。一个重要的问题是,是否有可能在保持较高的结果准确性的同时减少负荷工况的数量。我们提出了一种基于统计回归模型的简化疲劳负荷评估的新方法,该模型可以估算发电过程中的疲劳损伤。主要思想是仅预测总疲劳损伤,而不是每种情况下的单个损伤值。我们演示了一种夹克式支撑结构的方法。将模拟载荷情况从21个减少到3个,与完整评估相比,总疲劳损伤估计值显示出大约6%的最大误差。结果,可以节省大量的仿真时间,大约为七分之一。这种快速疲劳评估在结构优化的应用中特别有趣,需要进行大量迭代。版权所有(C)2015 John Wiley&Sons,Ltd.

著录项

  • 来源
    《Wind Energy》 |2016年第2期|265-278|共14页
  • 作者

    Zwick Daniel; Muskulus Michael;

  • 作者单位

    Norwegian Univ Sci & Technol NTNU, Dept Civil & Transport Engn, Hogskoleringen 7A, N-7491 Trondheim, Norway;

    Norwegian Univ Sci & Technol NTNU, Dept Civil & Transport Engn, Hogskoleringen 7A, N-7491 Trondheim, Norway;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    offshore wind turbines; fatigue estimation; regression models; load simulation;

    机译:海上风力发电机;疲劳估计;回归模型;负荷模拟;

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