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Design of large composite structures using global optimization and finite element analysis.

机译:使用全局优化和有限元分析设计大型复合结构。

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摘要

A comprehensive preliminary design methodology for large composite structures based on global optimization strategies is presented. The design tool developed based on this approach uses classical lamination theory (CLT) and applies closed form solutions to analyze composite structures. A weak point of the approach prior to this research was the assumption of fixed load distribution over the structure during the optimization process which leads to invalid designs. A finite element analysis (FEA) module is integrated in the design tool to account for load redistribution. A novel interaction study of FEA with global optimization convergence is also presented.; A significant part of the comprehensive preliminary design tool is the development of efficient optimization strategies. Here random search algorithms, Improving Hit and Run (IHR) and simulated annealing (SA), are combined with a hierarchical and a unique penalty schedule based formulations to determine the best strategy to address realistic engineering design problems. The optimization strategies are contrasted with each other and several are shown to be extremely effective in solving constrained global optimization problems in mixed continuous and discrete domains.; The effort has led to an integrated preliminary design approach which will allow a designer to obtain accurate optimal designs of large composite structures with significantly reduced design cycle time. The effectiveness of the approach is demonstrated by the successful optimization of a composite fuselage section design.
机译:提出了一种基于全局优化策略的大型复合结构综合初步设计方法。基于这种方法开发的设计工具使用经典层压理论(CLT)并应用封闭形式的解决方案来分析复合结构。在此研究之前,该方法的一个弱点是在优化过程中假设结构上的载荷分布固定,从而导致无效设计。有限元分析(FEA)模块集成在设计工具中,以解决负载重新分配问题。还提出了一种具有全局优化收敛性的有限元分析交互研究。全面的初步设计工具的重要组成部分是开发有效的优化策略。在这里,随机搜索算法,改进的运行和运行(IHR)和模拟退火(SA)与基于分层和唯一惩罚表的公式相结合,以确定解决实际工程设计问题的最佳策略。优化策略相互对比,并且显示出几种策略在混合连续域和离散域中解决约束全局优化问题时非常有效。这项工作导致了一种集成的初步设计方法,该方法将使设计人员可以在大大减少设计周期时间的情况下,获得大型复合结构的精确优化设计。复合机身部分设计的成功优化证明了该方法的有效性。

著录项

  • 作者

    Neogi, Sudipto.;

  • 作者单位

    University of Washington.;

  • 授予单位 University of Washington.;
  • 学科 Engineering Mechanical.; Engineering Industrial.; Operations Research.
  • 学位 Ph.D.
  • 年度 1997
  • 页码 131 p.
  • 总页数 131
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 机械、仪表工业;一般工业技术;运筹学;
  • 关键词

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