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Mixed Integer Linear Programming formulations of the stacking sequence and blending optimisation of composite structures

机译:混合整数线性规划配方的堆叠序列和复合结构的混合优化

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摘要

This manuscript proposes two novel formulations for the manufacturable stacking sequence retrieval of laminated composite structures. Detailed sizing of composite structures is commonly tackled by a two-stage optimisation approach, the first stage being a weight minimisation resulting in a continuous thickness and stiffness distribution of the structure. The second stage, which is the focus of the current paper, aims at retrieving stacking sequences that match the optimised target thickness and stiffness characteristics of the first stage, while also fulfilling a set of predefined design and manufacturing rules, with blending being one of the most crucial ones. The problem of retrieving layered designs that meet all of the prescribed composite rules is formulated as two Mixed Integer Linear Programming instances which mainly differ in how the blending is treated. Using either of the two formulations, mathematical programming algorithms can be employed to solve the problem to global optimality. Results show that both formulations can produce manufacturable solutions that fulfil the imposed composite rules. High-quality solutions can be obtained consistently, while benefiting from increased design freedom concerning the blending formulation.
机译:该稿件提出了两种新颖的制剂,用于制造层压复合结构的可制造堆叠序列检索。复合结构的详细尺寸通常通过两级优化方法来解决,第一阶段是重量最小化,从而导致结构的连续厚度和刚度分布。作为当前纸张的焦点的第二阶段旨在检索匹配第一阶段的优化目标厚度和刚度特性的堆叠序列,同时还满足一组预定义的设计和制造规则,其中混合是其中之一最重要的。检索符合所有规定的复合规则的分层设计的问题被制定为两个混合整数线性编程实例,主要在如何处理混合时。使用两个配方中的任何一个,可以采用数学编程算法来解决全局最优性的问题。结果表明,两种配方都可以生产符合施加的复合规则的可制造解决方案。可以一致地获得高质量解决方案,同时受益于有关混合配方的增加的设计自由度。

著录项

  • 来源
    《Composite Structures》 |2021年第5期|113660.1-113660.12|共12页
  • 作者单位

    Univ Nottingham Inst Aerosp Technol Nottingham NG7 2RD England|Univ Nottingham Composites Res Grp Nottingham NG7 2RD England|Airbus Def & Space GmbH Stress Methods & Optimisat D-85077 Manching Germany;

    Airbus Def & Space GmbH Stress Methods & Optimisat D-85077 Manching Germany;

    Airbus Def & Space GmbH Stress Methods & Optimisat D-85077 Manching Germany;

    Airbus Def & Space GmbH Stress Methods & Optimisat D-85077 Manching Germany;

    Univ Nottingham Inst Aerosp Technol Nottingham NG7 2RD England|Univ Nottingham Composites Res Grp Nottingham NG7 2RD England;

    Univ Nottingham Computat Optimisat & Learning Lab Nottingham NG7 2RD England;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Integer programming; Blending; Stacking sequence optimisation;

    机译:整数编程;混合;堆叠序列优化;

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