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Hybrid probabilistic interval analysis of bar structures with uncertainty using a mixed perturbation Monte-Carlo method

机译:混合扰动蒙特卡罗方法对不确定结构杆结构进行混合概率区间分析

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This paper presents a mixed perturbation Monte-Carlo method for static and reliability analysis of structural systems with a mixture of random and interval parameters/loadings. Using a combination of the Taylor expansion, matrix perturbation theory and random interval moment method, the expressions for the mean value and standard deviation of random interval structural responses are developed. The Monte-Carlo simulation method is employed to determine the lower and upper bounds of the mean values and standard deviations of structural displacements and stresses. The structural reliability is not a deterministic value but an interval as the structural stress responses are random interval variables. The lower and upper bounds of probability of failure and reliability of structural elements and systems are investigated based on the first-order second-moment reliability method and interval approach. Three numerical examples are used to illustrate the effectiveness of the proposed method.
机译:本文提出了一种混合摄动蒙特卡洛方法,用于结构系统的静态和可靠性分析,其中包含随机参数和区间参数/载荷的混合。结合泰勒展开,矩阵摄动理论和随机区间矩方法,建立了随机区间结构响应的均值和标准差的表达式。采用蒙特卡洛模拟方法确定结构位移和应力的平均值和标准偏差的上下限。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。基于一阶二阶矩可靠度方法和区间法,研究了结构元件和系统的失效概率和可靠性的上下限。使用三个数值示例来说明该方法的有效性。

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