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Cross-sectional shape optimization of thin-walled columns enduring oblique impact loads

机译:承受倾斜冲击载荷的薄壁柱的截面形状优化

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This study aims to find the best cross-sectional shapes of thin-walled columns enduring an oblique impact loading for crashworthiness. For approximating to the shape, spline polynomials are used with four key-points benefiting from the double symmetry of the cross section. Crashworthiness is defined by using a multi-objective function. By using Latin hypercubes design of experiment methodology, the design space is sampled. Based on the finite elements analyses, the objective functions are approximated by adopting radial basis function network. The corresponding Pareto front is found by Non-dominated Sorting Genetic Algorithm II. It is found that plus-sign-like cross-sections have better performance than benchmarks for all objectives. (C) 2016 Elsevier Ltd. All rights reserved.
机译:这项研究的目的是找到能承受倾斜冲击载荷的薄壁柱的最佳横截面形状,以提高耐撞性。为了近似形状,样条多项式与四个关键点一起使用,这四个关键点得益于横截面的双重对称性。通过使用多目标函数来定义耐撞性。通过使用拉丁超立方体设计方法进行实验,对设计空间进行了采样。在有限元分析的基础上,采用径向基函数网络对目标函数进行逼近。相应的帕累托前沿可通过非支配排序遗传算法II找到。发现对于所有目标,类似加号的横截面的性能要优于基准。 (C)2016 Elsevier Ltd.保留所有权利。

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