Shape optimisation of loaded curved beams using a new geometry-based parametrisation

IF 3.5 3区 工程技术 Q1 MATHEMATICS, APPLIED
Jie Gong , Kazem Ghabraie , Matthias Weiss , Bernard Rolfe
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引用次数: 0

Abstract

This work proposes an optimisation platform, consisting of a recently proposed parametrisation and a modified gradient-based optimiser to optimise curved beams. This parametrisation technique defines a curve by a series of alternative straight and circular arcs through the points of tangency. The design variables are the coordinates and radii of the curved (transitional) sections. The relationships between the design variables and the points of tangency are formulated analytically. This technique can be used to parametrise the neutral axis of a beam or its outer shape directly. The advantage of this parametrisation method is that the derivatives of most geometrical and mass constraints can be formulated analytically allowing effective use of gradient-based optimisers. Numerical results are used to demonstrate the performance of the proposed optimisation platform. It is shown that the algorithm can remove redundant curved sections or add necessary curved sections provided that enough design freedom is included in the initial design. The capabilities of the platform in dealing with geometrical constraints are demonstrated. By directly parametrising the outer curves, the proposed platform is capable of optimising beams with variable cross sections as well.

利用基于几何的新参数优化加载曲线梁的形状
这项工作提出了一个优化平台,由最近提出的参数化技术和改进的基于梯度的优化器组成,用于优化曲线梁。这种参数化技术通过一系列经过切点的可选直线和圆弧来定义曲线。设计变量是曲线(过渡)部分的坐标和半径。设计变量与切点之间的关系是通过分析得出的。这种技术可直接用于参数化梁的中轴线或其外部形状。这种参数化方法的优势在于,大多数几何和质量约束条件的导数都可以通过分析得出,从而可以有效地使用基于梯度的优化器。数值结果用于证明所提出的优化平台的性能。结果表明,只要在初始设计中包含足够的设计自由度,该算法就能去除多余的曲面部分或增加必要的曲面部分。演示了该平台处理几何约束的能力。通过直接设置外曲线参数,该平台还能优化横截面可变的梁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.80
自引率
3.20%
发文量
92
审稿时长
27 days
期刊介绍: The aim of this journal is to provide ideas and information involving the use of the finite element method and its variants, both in scientific inquiry and in professional practice. The scope is intentionally broad, encompassing use of the finite element method in engineering as well as the pure and applied sciences. The emphasis of the journal will be the development and use of numerical procedures to solve practical problems, although contributions relating to the mathematical and theoretical foundations and computer implementation of numerical methods are likewise welcomed. Review articles presenting unbiased and comprehensive reviews of state-of-the-art topics will also be accommodated.
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