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Use of genetic algorithms for optimal design of laminated composite sandwich structures with bending-twisting coupling.

机译:遗传算法用于弯曲-扭转耦合的层合复合夹层结构的优化设计。

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摘要

The first section of this study compares different theories available for analyzing laminated composite plates. Symmetric and unsymmetric square sandwich panels subjected to sinusoidally varying transverse surface loadings were analyzed. The LZZHT model proved to be the most accurate followed by the ZZHT, HSDT, and FSDT theories, respectively. A genetic algorithm approach was applied to the optimum design of an idealized laminated sandwich composite aircraft wing using the ZZHT finite element model in conjunction with the genetic algorithm, GALOPPS v3.0. The optimum stacking sequence for the top and bottom face sheets was determined which produced the desired twisting response, minimized weight, and maximized in-plane stiffness while maintaining stress levels below the failure strength of the material in the fiber and matrix directions.; Four different GA architectures, single node, ring, injection, and hybrid structures were used and their results compared. The ring structure produced the design with highest fitness. The highest average fitness was achieved by both the ring and hybrid structures. The injection structure converged the fastest.
机译:本研究的第一部分比较了可用于分析层压复合板的不同理论。分析了承受正弦变化的横向表面载荷的对称和不对称方形夹心板。分别由ZZHT,HSDT和FSDT理论证明,LZZHT模型是最准确的模型。使用ZZHT有限元模型结合遗传算法GALOPPS v3.0,将遗传算法方法应用于理想化夹层复合材料复合机翼的优化设计。确定了用于顶面板和底面板的最佳堆叠顺序,该顺序产生了所需的扭曲响应,最小的重量和最大的面内刚度,同时保持应力水平低于材料在纤维和基质方向上的破坏强度。使用了四种不同的GA架构,即单节点,环形,注入和混合结构,并对它们的结果进行了比较。环形结构使设计具有最高的适应性。环状和混合结构均实现了最高的平均适应性。注入结构收敛最快。

著录项

  • 作者

    Malott, Bradley Arthur.;

  • 作者单位

    Michigan State University.;

  • 授予单位 Michigan State University.;
  • 学科 Applied Mechanics.; Engineering Mechanical.
  • 学位 M.S.
  • 年度 1996
  • 页码 139 p.
  • 总页数 139
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 应用力学;机械、仪表工业;
  • 关键词

  • 入库时间 2022-08-17 11:49:20

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