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Probability-interval hybrid reliability analysis for cracked structures existing epistemic uncertainty

机译:裂纹结构存在认知不确定性的概率-区间混合可靠性分析

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摘要

The uncertainty modeling and reliability analysis for cracked structures in which there are many inherently uncertain parameters is very important in engineering. This paper pre-sents a probability-interval hybrid uncertainty model and a corresponding efficient reli-ability analysis method for the structural cracking problem. Through introducing interval uncertainty, the method can effectively address the difficulties in the epistemic uncertainty modeling due to the lack of experimental samples, which expand greatly the applicability of reliability analysis technology in cracked structure research. The parameters are classi-fied, and subsequently the probability and interval methods are separately applied to address the parameters with sufficient and insufficient experimental samples. A probabil-ity-interval hybrid reliability analysis model for the cracked structure based on the tradi-tional first-order reliability method is developed. The scaled boundary finite element method is adopted to calculate the stress intensity factors from which the performance function can be obtained. Based on these calculations, an efficient iterative algorithm using the response surface is developed to solve the hybrid reliability model and calculate the interval of the failure probability of the cracked structure. Four numerical examples are presented for verification of the validity of the proposed method.
机译:具有许多固有不确定参数的裂纹结构的不确定性建模和可靠性分析在工程中非常重要。针对结构裂缝问题,提出了一种概率区间混合不确定性模型和一种有效的可靠度分析方法。通过引入区间不确定性,该方法可以有效地解决由于缺乏实验样本而导致的不确定性建模难题,极大地扩展了可靠性分析技术在裂纹结构研究中的适用性。对参数进行分类,然后分别使用概率法和区间法来处理有足够和不足的实验样本的参数。建立了基于传统一阶可靠度方法的裂纹间隔概率-区间混合可靠度分析模型。采用比例边界有限元方法来计算应力强度因子,从中可以获得性能函数。基于这些计算,开发了一种使用响应面的有效迭代算法来求解混合可靠性模型并计算破裂结构的失效概率间隔。给出了四个数值例子,验证了所提方法的有效性。

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