Strong form meshless analysis of solids using partially constrained polynomial finite-difference operators and overdetermined equilibrium

IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
S. Sharma , N. Potnuru , P. Sideris
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引用次数: 0

Abstract

This paper proposes a new strong-form meshless method for arbitrary (non-rectangular) grids that combines a new class of finite-difference (FD) differential operators with overdetermined equilibrium. The proposed new class of FD operators combine short-range interpolation with long-range approximation over their support. Polynomial approximation is realized using weighted least squares, whereas polynomial interpolation is enforced using Lagrange multipliers. This partially constrained polynomial (PCP) FD operator is implemented through a proposed algorithm that automatically selects the stencil size and short range radius, such that the numerical error of the stencil weights due to potential ill-conditioning is below a selected tolerance. Using the PCP-FD operators, a meshless method for 2D elasto-static problems was formulated. Instabilities that are often inherent in strong form methods are addressed by introducing additional equations of field equilibrium over a set of additional points within the solid/domain. The resulting overdetermined set of equations is solved as a constrained least squares problem using Lagrange multipliers to enforce traction BCs, which bypasses the need for scaling of the traction BC equations, as is often the case in weighted collocation methods. The proposed meshless method is evaluated in several examples and is shown to achieve high accuracy that is usually better than that of the finite element method.
使用部分约束多项式有限差分算子和超定平衡的固体强形式无网格分析
本文提出了一种新的任意(非矩形)网格的强形式无网格方法,该方法将一类新的有限差分(FD)微分算子与过定平衡相结合。提出了一类新的FD算子,将近距插值与远距离逼近结合在一起。多项式逼近采用加权最小二乘实现,多项式插值采用拉格朗日乘子实现。该部分约束多项式(PCP) FD算子通过提出的算法实现,该算法自动选择模板尺寸和近距半径,使模板权值因潜在病态而产生的数值误差低于选定的公差。利用PCP-FD算子,建立了二维弹性静力问题的无网格求解方法。强形式方法中通常固有的不稳定性通过在固体/域内的一组附加点上引入附加的场平衡方程来解决。由此产生的过定方程组被解决为一个约束最小二乘问题,使用拉格朗日乘子来执行牵引BC,这绕过了牵引BC方程的缩放需求,这是加权搭配方法中经常出现的情况。通过几个算例对所提出的无网格方法进行了评估,结果表明该方法具有较高的精度,通常优于有限元法。
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来源期刊
Computers & Structures
Computers & Structures 工程技术-工程:土木
CiteScore
8.80
自引率
6.40%
发文量
122
审稿时长
33 days
期刊介绍: Computers & Structures publishes advances in the development and use of computational methods for the solution of problems in engineering and the sciences. The range of appropriate contributions is wide, and includes papers on establishing appropriate mathematical models and their numerical solution in all areas of mechanics. The journal also includes articles that present a substantial review of a field in the topics of the journal.
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