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首页> 外文期刊>Journal of Theoretical and Applied Mechanics >RELIABILITY ANALYSIS OF SHELL TRUSS STRUCTURE BY HYBRID MONTE CARLO METHOD
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RELIABILITY ANALYSIS OF SHELL TRUSS STRUCTURE BY HYBRID MONTE CARLO METHOD

机译:杂交蒙特卡罗法的​​壳桁架结构可靠性分析

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摘要

The paper presents an example of reliability analysis of shell structures susceptible to stability loss from the condition of node snapping. In the reliability analysis of the structure, uncertain parameters of the task are represented by uncorrelated random variables. The approach used in the paper is an extension of the idea, which assumes the use of Neural Networks (NNs) in Monte Carlo (MC) simulations to analyze the reliability of the structure. For this purpose, it was necessary to build a simple hybrid system formed with the two independent sequentially working Finite Element Method (FEM) and Neural Networks applications.
机译:本文介绍了易受节点捕捉条件的稳定性损耗的壳结构可靠性分析的示例。在结构的可靠性分析中,任务的不确定参数由不相关的随机变量表示。本文中使用的方法是该想法的扩展,它假设在蒙特卡罗(MC)模拟中使用神经网络(NNS)来分析结构的可靠性。为此目的,有必要建立一个简单的混合系统,其与两个独立的顺序工作有限元方法(FEM)和神经网络应用。

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