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Study on Static and Dynamic Reliability of Main Girder of Cable-stayed Bridge Based on Subset Simulation Method

机译:基于子集模拟方法的斜拉桥主梁静动可靠性研究

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For failure probability analysis of complex structures, the Monte Carlo method (MC) needs a large number of samples and it is more inefficient in the case of small failure probability. Based on the Subset Simulation (SS) and Subset Simulation Significant Sampling (SSIS), this paper analyzes the static and dynamic reliability of main girder of cable-stayed bridge and realizes the efficient solution of the failure probability of complex cable-stayed bridge. According to SS, MC sampling is performed on random variables. Finally, the critical values of intermediate failure events are solved and automatically stratified, and then the failure probability of each failure mode is obtained by counting the number of samples in the failure domain. According to SSIS method, SS method is optimized by introducing important sampling density function, which can make the sample points to fall in the structural failure areas as many as possible. The failure probability of main girder of cable-stayed bridge can be calculated more efficiently. Meanwhile, ANSYS-PDS template technique is used to perform the reliability and sensitivity analysis of main girder of cable-stayed bridge. The failure probabilities obtained are very close to the results of SS. The example analysis shows that for the reliability analysis of cable-stayed bridges, the sample size of SS and SSIS is 0.3 of MC, and the maximum relative difference is less than 3. In addition the main beam section bending moment and wind speed have the greatest impact on the reliability of the main beam of cable-stayed bridges.
机译:对于复杂结构的失效概率分析,蒙特卡罗方法(MC)需要大量的样本,在失效概率较小的情况下效率较低。基于子集模拟(SS)和子集模拟有效采样(SSIS),分析了斜拉桥主梁的静动态可靠性,实现了复杂斜拉桥失效概率的高效求解。根据 SS,MC 抽样是对随机变量进行的。最后,对中间失效事件的临界值进行求解并自动分层,然后通过统计失效域中的样本数,得到各失效模式的失效概率。根据SSIS方法,通过引入重要的采样密度函数对SS方法进行优化,使采样点尽可能多地落在结构破坏区域。可以更有效地计算斜拉桥主梁的破坏概率。同时,采用ANSYS-PDS模板技术对斜拉桥主梁进行可靠性和灵敏度分析。获得的失效概率与SS的结果非常接近。算例分析表明,对于斜拉桥的可靠性分析,SS和SSIS的样本量为MC的0.3%,最大相对差值小于3%。此外,主梁断面弯矩和风速对斜拉桥主梁可靠性影响最大。

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