FORM-based structural design parameters considering nonstationary conditions

IF 4.8 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Robert Arnold, Matthias Kraus
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引用次数: 0

Abstract

The reliability-based design of structures based on the first-order reliability method (FORM) offers a method of determining the design parameters of the semi-probabilistic safety concept. If time dependent loads and resistances are considered, the safety verification should cover related effects on the design parameters. In this paper, an efficient approximation method based on the FORM and extreme value theory is proposed, which allows the consideration of several nonstationary time-dependent variables. Next to the time-cumulated failure probability, the proposed method advantageously allows an efficient approximation of the associated design point as well. For this purpose, the parameters of time-cumulative extreme value distributions and their dependencies for all relevant random variables are approximated based on time-interval FORM analyses. The time-cumulated extreme value distributions are represented as mixture distributions whose components correspond to the individual time intervals. The design point associated with the greatest probability density of the multivariate mixture distribution in the failure range is determined by reapplying the FORM. In the present study, the developed method is presented and subsequently applied, validated and discussed based on examples and comparative Monte Carlo simulations.
考虑非平稳条件的基于形式的结构设计参数
基于一阶可靠度法(FORM)的结构可靠度设计为确定半概率安全概念的设计参数提供了一种方法。如果考虑时变载荷和阻力,则安全验证应涵盖对设计参数的相关影响。本文提出了一种基于FORM和极值理论的有效逼近方法,该方法可以考虑多个非平稳时变变量。除了计算时间累积的失效概率外,该方法还可以有效地逼近相关的设计点。为此,基于时间间隔FORM分析,对所有相关随机变量的时间累积极值分布参数及其依赖关系进行了近似。时间累积极值分布表示为混合分布,其分量对应于单个时间间隔。通过重新应用FORM,确定了失效范围内多元混合分布的最大概率密度相关的设计点。在本研究中,提出了开发的方法,并随后应用,验证和讨论了基于实例和比较蒙特卡罗模拟。
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 & Structures
Computers & Structures 工程技术-工程:土木
CiteScore
8.80
自引率
6.40%
发文量
122
审稿时长
33 days
期刊介绍: Computers & Structures publishes advances in the development and use of computational methods for the solution of problems in engineering and the sciences. The range of appropriate contributions is wide, and includes papers on establishing appropriate mathematical models and their numerical solution in all areas of mechanics. The journal also includes articles that present a substantial review of a field in the topics of the journal.
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