峰度
力矩(物理)
偏斜
数学
可靠性(半导体)
标准差
应用数学
面积二阶矩
概率密度函数
功能(生物学)
中心力矩
一阶可靠性方法
统计
数学优化
矩母函数
蒙特卡罗方法
功率(物理)
生物
物理
进化生物学
经典力学
量子力学
几何学
作者
Zhao‐Hui Lu,Dong-Zhu Hu,Yan‐Gang Zhao
出处
期刊:Journal of Engineering Mechanics-asce
[American Society of Civil Engineers]
日期:2017-04-01
卷期号:143 (4)
被引量:43
标识
DOI:10.1061/(asce)em.1943-7889.0001199
摘要
In the second-order reliability method (SORM), the failure probability is generally estimated based on parabolic approximation of the performance function. In the present paper, the first four moments (i.e., the mean, standard deviation, skewness, and kurtosis) of the second-order approximation of performance functions are obtained using the definition of the probability moment. Based on the recently developed fourth-moment standardization function, an explicit second-order fourth-moment reliability index is proposed for the estimation of failure probability corresponding to both the simple and general parabolic approximations. The simplicity and accuracy of the second-order fourth-moment reliability index is demonstrated using numerical examples. It can be concluded that the proposed method is applicable to the second-order approximation of performance functions with strong nonnormality and is accurate enough to improve the existing SORM in structural reliability analysis with minimal additional computational effort.
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