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An object-oriented MATLAB toolbox for automotive body conceptual design using distributed parallel optimization

机译:使用分布式并行优化的面向对象的MATLAB工具箱,用于汽车车身概念设计

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摘要

Appropriate structural analysis and optimization methods are of great significance for the conceptual design of automotive body-in-white (BIW) structure. This paper simplifies BIW structure as a spatial semi-rigid framed structure to provide early-stage predictions. Then a novel exact transfer stiffness matrix method (TSMM) is proposed for both static and dynamic analyses of three-dimensional semi-rigid framed structures. The matrix storage and equation solution techniques for large-scale engineering structures are also considered. Additionally, a size optimization mathematical model for BIW conceptual structure is formulated and solved by genetic algorithm (GA). Afterwards, to promote the conceptual design of BIW structure, an object-oriented MATLAB toolbox, based on TSMM, is developed. The Unified Modeling Language (UML) and strategy design pattern are employed to facilitate the development of the toolbox. Distributed parallel computing technique is adopted to speed up the former sequential optimization algorithm with simple modifications. Lastly, the validity of this easy-used toolbox is demonstrated by a benchmarking auto-body.
机译:适当的结构分析和优化方法对于汽车白车身(BIW)结构的概念设计具有重要意义。本文将BIW结构简化为空间半刚性框架结构,以提供早期预测。然后提出了一种新颖的精确传递刚度矩阵方法(TSMM),用于三维半刚性框架结构的静态和动态分析。还考虑了大型工程结构的矩阵存储和方程求解技术。此外,通过遗传算法(GA)制定并求解了BIW概念结构的尺寸优化数学模型。然后,为了促进BIW结构的概念设计,开发了基于TSMM的面向对象的MATLAB工具箱。采用统一建模语言(UML)和策略设计模式来促进工具箱的开发。采用分布式并行计算技术,通过简单的修改就可以加快以前的顺序优化算法。最后,通过基准测试车身展示了此易于使用的工具箱的有效性。

著录项

  • 来源
    《Advances in Engineering Software》 |2017年第4期|19-32|共14页
  • 作者单位

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, P.R. China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, P.R. China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, P.R. China;

    State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, P.R. China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    BIW structure; Conceptual design; Transfer stiffness matrix method; Size optimization; Object-oriented MATLAB toolbox; Distributed parallel computing;

    机译:白车身结构;概念设计;传递刚度矩阵法尺寸优化;面向对象的MATLAB工具箱;分布式并行计算;

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