Analysis and Application of Mechanical System Reliability Model Based on Copula Function

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Hai An, H. Yin, F. He
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引用次数: 11

Abstract

Abstract There is complicated correlations in mechanical system. By using the advantages of copula function to solve the related issues, this paper proposes the mechanical system reliability model based on copula function. And makes a detailed research for the serial and parallel mechanical system model and gets their reliability function respectively. Finally, the application research is carried out for serial mechanical system reliability model to prove its validity by example. Using Copula theory to make mechanical system reliability modeling and its expectation, studying the distribution of the random variables (marginal distribution) of the mechanical product’ life and associated structure of variables separately, can reduce the difficulty of multivariate probabilistic modeling and analysis to make the modeling and analysis process more clearly.
基于Copula函数的机械系统可靠性模型分析与应用
机械系统中存在着复杂的相互关系。利用copula函数的优点解决相关问题,提出了基于copula函数的机械系统可靠性模型。并对串联和并联机械系统模型进行了详细的研究,分别得到了它们的可靠性函数。最后,对串联机械系统可靠性模型进行了应用研究,通过实例验证了该模型的有效性。利用Copula理论进行机械系统可靠性建模及其期望,分别研究机械产品寿命的随机变量(边际分布)和相关结构变量的分布,可以降低多变量概率建模和分析的难度,使建模和分析过程更加清晰。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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