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Potential problems with random parameters by the generalized perturbation-based stochastic finite element method

机译:基于广义扰动的随机有限元方法的随机参数潜在问题

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摘要

The main aim of this paper is to present the new version and the application of the generalized nth order stochastic perturbation technique to the solution of the field problems with random coefficients. The variational stochastic nth order principles are proposed here using Taylor expansions with random parameters together with the additional stochastic finite element method discretization of the problem; a derivation of up to the fourth probabilistic moments and the coefficients of the potential function are also provided. The formulation is dual in the sense that both Direct Differentiation Method and the Response Function Method in its local version are proposed and implemented using the symbolic computer system MAPLE to determine numerically the random system response and to make the additional visualization. This methodology is illustrated with two examples - 1D viscous irrotational and incompressible fluid flow and 2D torsion of the prismatic rectangular beam with random transverse modulus.
机译:本文的主要目的是介绍新版本和广义n阶随机摄动技术在解决随机系数场问题中的应用。在此,提出了具有随机参数的泰勒展开式以及随机问题的离散化方法,提出了变分随机n阶原理。还提供了至多第四个概率矩的推导和势函数的系数。从符号化计算机系统MAPLE提出并实施直接微分方法和响应函数方法的意义上来说,该表示是双重的,它可以用数字方法确定随机系统响应并进行附加可视化。通过两个示例来说明此方法-一维粘性不可旋转和不可压缩的流体流动以及具有随机横向模量的棱柱形矩形梁的二维扭转。

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