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Time-varying response surface method for high-temperature structural reliability analysis using copula

机译:基于时变响应面法的高温结构可靠性分析

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For the high-temperature structure, there exists correlation between the thermal stress and thermal intensity in most cases because of the two-sided effects of temperature. This paper proposes a time-varying response surface method considering correlation between the structural response value and structural response threshold based on Copula models. Firstly, the time-varying model of structural response value is developed by incorporating the interaction between basic variables and time variable into the quadratic response surface method; Secondly, the time-varying model of structural response threshold is determined based on the intermediate variable of temperature; Thirdly, the proper Copula function is selected using simulation data; Finally, the structural reliability estimation method is given when basic variables are distributed normally. The result of case study indicates that the negative correlation leads to the decrease of reliability, and with the increase of thermal stress, the difference of reliability between the correlative and independent situations becomes larger.
机译:对于高温结构,由于温度的双面效果,大多数情况下,在大多数情况下,存在热应力和热强度之间的相关性。本文提出了一种时变响应面方法,考虑了基于Copula模型的结构响应值和结构响应阈值之间的相关性。首先,通过将基本变量与时间变量之间的相互作用结合到二次响应表面方法中,开发了结构响应值的时变模型;其次,基于温度的中间变量确定结构响应阈值的时变模型;第三,使用模拟数据选择适当的copula功能;最后,给出了结构可靠性估计方法,当正常分布基本变量时给出。案例研究结果表明,负相关导致可靠性降低,并且随着热应力的增加,相关性和独立情况之间的可靠性差异变大。

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