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Simultaneous Shape and Stacking Sequence Optimization of Laminated Composite Free-Form Shells Using Multi-Island Genetic Algorithm

机译:多岛遗传算法的层压复合自由形壳的同时形状和堆叠序列优化

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摘要

A simultaneous shape and stacking sequence optimization algorithm is presented for laminated composite free-form shells, by which the coupled effect of shape and stacking sequence can be considered. The optimization objective is determined as maximizing fundamental natural frequency to obtain largest stiffness of shells. Nonuniform rational B-spline (NURBS) is employed to represent free-form geometrical shapes. The coordinates of NURBS control points and fiber orientations are set up as continuous and discrete optimization variables, respectively, and optimized simultaneously. To improve the efficiency of the mixed continuous-discrete optimization, multi-island genetic algorithm (MIGA) is employed to search for the global result. Through several numerical examples, the performance of the proposed approach is demonstrated in comparison with the two-phase optimization method; the effect of boundary conditions and the setup of control points on optimal results are investigated, respectively.
机译:针对层压复合自由形状壳提供同时形状和堆叠序列优化算法,可以考虑形状和堆叠序列的耦合效果。优化目的被确定为最大化基本自然频率以获得最大的壳体刚度。采用非均匀性B样条(NURBS)来表示自由形状的几何形状。 NURBS控制点和纤维方向的坐标分别被设置为连续和离散的优化变量,同时优化。为了提高混合连续离散优化的效率,采用多岛遗传算法(MIGA)来搜索全局结果。通过几个数值示例,与两相优化方法相比,拟议方法的性能;研究了边界条件的影响和对照点的设置对最佳结果。

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  • 来源
    《Advances in civil engineering》 |2019年第14期|2056460.1-2056460.14|共14页
  • 作者

    San Bingbing; Xiao Zhi; Qiu Ye;

  • 作者单位

    Hohai Univ Coll Civil & Transportat Engn Nanjing 210098 Jiangsu Peoples R China;

    Hohai Univ Coll Civil & Transportat Engn Nanjing 210098 Jiangsu Peoples R China;

    Hohai Univ Coll Civil & Transportat Engn Nanjing 210098 Jiangsu Peoples R China;

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  • 正文语种 eng
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