二元应力下基于copula的应力-强度模型可靠性研究

IF 2.4 4区 计算机科学 Q2 COMPUTER SCIENCE, THEORY & METHODS International Journal of General Systems Pub Date : 2023-05-31 DOI:10.1080/03081079.2023.2218017
B. Ucer, Selim Orhun Susam
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引用次数: 0

摘要

在本文中,我们考虑应力-强度可靠度,其中构件的强度Y介于相关应力变量和之间。我们提出了一种基于copula的具有二元应力的应力-强度可靠性方法。我们得到了具有Burr III边际的Farlie-Gumbel-Morgenstern公式的R。此外,我们提出了一个Bernstein copula近似来评估应力-强度设置下的R。我们提出了基于经验和最大似然的估计方法,并通过蒙特卡罗模拟比较了它们的性能。为了说明目的,我们将提出的方法应用于化学和显性糖尿病数据。
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On the copula-based reliability of stress-strength model under bivariate stress
In this paper, we consider the stress-strength reliability where the strength Y of a component lies between the dependent stress variables and . We propose a copula-based approach for stress-strength reliability having bivariate stress. We obtain R for Farlie-Gumbel-Morgenstern copula with Burr III marginals. Also, we propose a Bernstein copula approximation for evaluating R under the stress-strength setup. We present empirical and maximum likelihood-based estimation procedures and compare their performances by Monte Carlo simulation. We apply the proposed approach to chemical and overt diabetes data for illustration purpose.
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来源期刊
International Journal of General Systems
International Journal of General Systems 工程技术-计算机:理论方法
CiteScore
4.10
自引率
20.00%
发文量
38
审稿时长
6 months
期刊介绍: International Journal of General Systems is a periodical devoted primarily to the publication of original research contributions to system science, basic as well as applied. However, relevant survey articles, invited book reviews, bibliographies, and letters to the editor are also published. The principal aim of the journal is to promote original systems ideas (concepts, principles, methods, theoretical or experimental results, etc.) that are broadly applicable to various kinds of systems. The term “general system” in the name of the journal is intended to indicate this aim–the orientation to systems ideas that have a general applicability. Typical subject areas covered by the journal include: uncertainty and randomness; fuzziness and imprecision; information; complexity; inductive and deductive reasoning about systems; learning; systems analysis and design; and theoretical as well as experimental knowledge regarding various categories of systems. Submitted research must be well presented and must clearly state the contribution and novelty. Manuscripts dealing with particular kinds of systems which lack general applicability across a broad range of systems should be sent to journals specializing in the respective topics.
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