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Non-Deterministic Structural Response and Reliability Analysis Using a Hybrid Perturbation-Based Stochastic Finite Element and Quasi-Monte Carlo Method

机译:基于混合摄动的随机有限元和拟蒙特卡罗方法的非确定性结构响应和可靠性分析

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摘要

The random interval response and probabilistic interval reliability of structures with a mixture of random and interval properties are studied in this paper. Structural stiffness matrix is a random interval matrix if some structural parameters and loads are modeled as random variables and the others are considered as interval variables. The perturbation-based stochastic finite element method and random interval moment method are employed to develop the expressions for the mean value and standard deviation of random interval structural displacement and stress responses. The lower bound and upper bound of the mean value and standard deviation of random interval structural responses are then determined by the quasi-Monte Carlo method. The structural reliability is not a deterministic value but an interval as the structural stress responses are random interval variables. Using a combination of the first order reliability method and interval approach, the lower and upper bounds of reliability for structural elements, series, parallel, parallel-series and series-parallel systems are investigated. Three numerical examples are used to demonstrate the effectiveness and efficiency of the proposed method.
机译:研究了具有随机和区间特性混合的结构的随机区间响应和概率区间可靠性。如果将某些结构参数和载荷建模为随机变量,而将其他结构参数和载荷建模为间隔变量,则结构刚度矩阵是随机间隔矩阵。采用基于扰动的随机有限元法和随机区间矩法,建立了随机区间结构位移和应力响应的均值和标准差的表达式。然后通过准蒙特卡罗方法确定随机区间结构响应的平均值的下限和上限以及标准偏差。结构可靠性不是确定性值,而是间隔,因为结构应力响应是随机间隔变量。结合一阶可靠度方法和区间方法,研究了结构元件,串联,并联,并联串联和串联-并联系统的可靠性上下限。通过三个数值算例证明了该方法的有效性和有效性。

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