Simple and efficient geotechnical reliability-based design based on transformed limit state functions by target reliability-oriented sampling

IF 5.3 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Bin Li , Yong-kai Shen , Zi-Jun Cao , Qi Wan , Chen-Zhe Ma
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Abstract

This paper develops a novel reliability-based design (RBD) approach from a new perspective. The approach is relatively simple as it does not need direct reliability calculations for different designs and gives the critical design satisfying the target reliability requirement without involving a trial-and-error procedure. It specifies the critical design, which is unknown, as the one that achieves the limit state at its corresponding design point given a prescribed target reliability requirement. This is inverse to geotechnical reliability calculations based on the design point where the design point is determined for calculating the reliability, which is unknown, given a design. From this inverse perspective, geotechnical RBD is transformed into determination of a design point given a target reliability level and its corresponding design. In this study, this is accomplished by a target reliability-oriented sampling algorithm and transforming the original limit state function (LSF) to represent the design parameter as a function of uncertain parameters. The proposed approach is illustrated by three design examples. Results show that the proposed approach provides accurate design outcomes in a cost-effective way. It provides a useful complementary tool to existing RBD methods due to its simplicity and efficiency.
通过以可靠性为导向的目标取样,基于变换后的极限状态函数,进行简单高效的岩土工程可靠性设计
本文从一个新的角度提出了一种新颖的基于可靠性的设计(RBD)方法。这种方法相对简单,因为它不需要对不同的设计进行直接的可靠性计算,并能给出满足目标可靠性要求的临界设计,而不涉及试错程序。它将未知的临界设计定义为在规定的目标可靠性要求下,在相应设计点达到极限状态的设计。这与基于设计点的岩土工程可靠性计算是相反的,在设计点的确定是为了计算给定设计的未知可靠性。从这一反向角度来看,岩土工程的可靠性和可重复性设计被转化为根据目标可靠性水平及其相应的设计确定设计点。本研究采用以目标可靠性为导向的采样算法,并将原始极限状态函数(LSF)转换为代表设计参数的不确定参数函数。本文通过三个设计实例对所提出的方法进行了说明。结果表明,所提出的方法能以经济有效的方式提供精确的设计结果。由于其简单高效,它为现有的 RBD 方法提供了有用的补充工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers and Geotechnics
Computers and Geotechnics 地学-地球科学综合
CiteScore
9.10
自引率
15.10%
发文量
438
审稿时长
45 days
期刊介绍: The use of computers is firmly established in geotechnical engineering and continues to grow rapidly in both engineering practice and academe. The development of advanced numerical techniques and constitutive modeling, in conjunction with rapid developments in computer hardware, enables problems to be tackled that were unthinkable even a few years ago. Computers and Geotechnics provides an up-to-date reference for engineers and researchers engaged in computer aided analysis and research in geotechnical engineering. The journal is intended for an expeditious dissemination of advanced computer applications across a broad range of geotechnical topics. Contributions on advances in numerical algorithms, computer implementation of new constitutive models and probabilistic methods are especially encouraged.
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