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First-Order Saddlepoint Approximation for Reliability Analysis

机译:可靠性分析的一阶鞍点逼近

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摘要

In the approximation methods of reliability analysis, nonnormal random variables are transformed into equivalent standard normal random variables. This transformation tends to increase the nonlinearity of a limit-state function and, hence, results in less accurate reliability approximation. The first-order saddlepoint approximation for reliability analysis is proposed to improve the accuracy of reliability analysis. By the approximation of a limit-state function at the most likelihood point in the original random space and employment of the accurate saddlepoint approximation, the proposed method reduces the chance of an increase in the nonlinearity of the limit-state function. This approach generates more accurate reliability approximation than the. first-order reliability method without an increase in the computational effort. The effectiveness of the proposed method is demonstrated with two examples and is compared with the first- and second-order reliability methods.
机译:在可靠性分析的近似方法中,将非正态随机变量转换为等效的标准正态随机变量。这种变换趋向于增加极限状态函数的非线性,因此,导致可靠性估算的准确性降低。提出了可靠性分析的一阶鞍点近似值,以提高可靠性分析的准确性。通过在原始随机空间中最大似然点处逼近极限状态函数并采用精确的鞍点逼近,所提出的方法减少了极限状态函数非线性增加的机会。与之相比,此方法可产生更精确的可靠性近似值。一阶可靠性方法而无需增加计算量。通过两个实例证明了该方法的有效性,并与一阶和二阶可靠性方法进行了比较。

著录项

  • 来源
    《AIAA Journal》 |2004年第6期|p.1199-1207|共9页
  • 作者

    Xiaoping Du; Agus Sudjianto;

  • 作者单位

    University of Missouri-Rolla, Rolla, Missouri 65409-0050;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 航空、航天;航空;
  • 关键词

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