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A stochastic meshless method in elastostatics

机译:弹性静力学中的一种随机无网格方法

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A stochastic meshless method is presented for solving boundary-value problems in linear elasticity that involves random material properties. The material property was modeled as a homogeneous random field. A meshless formulation was developed to predict stochastic structural response. unlike the finite element method, the meshless method requires no structured mesh, since only a scattered set of nodal points is required in the domain of interest, These is no need for fixed connectivities between nodes. In conjunction with the meshless equations, classical perturbation expansions were derived to predict second momen characteristics of response. Numerical examples based on one- and two-dimensional problems are presented based on one- and two-dimensional problems ar epresentedeto examine the accuracy and convergence of the stochastic meshless method. A good agreement is obtained between the results of the proposed method and Monte Carlo simulation. Since mesh generation of complex structures can be a far more time-consuming and costly effort than the solution of a discrete set of equations, the meshless method provides an attractive alternative to finite element method for solving stochastic mechanics problems.
机译:提出了一种随机无网格方法来解决线性弹性中涉及随机材料属性的边值问题。材料特性建模为均质随机场。开发了无网格配方以预测随机结构响应。与有限元方法不同,无网格方法不需要结构化网格,因为在关注域中只需要分散的节点集即可。这些节点之间不需要固定的连接性。结合无网格方程,推导了经典的扰动展开来预测响应的第二动量特征。基于一维和二维问题,给出了基于一维和二维问题的数值例子,以检验随机无网格方法的准确性和收敛性。所提出的方法的结果与蒙特卡洛模拟之间取得了很好的一致性。由于复杂结构的网格生成比离散方程组的解决方案要耗时得多且成本更高,因此无网格方法为解决随机力学问题提供了一种有吸引力的替代有限元方法的方法。

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