Reliability model for load-sharing k-out-of-n system and its numerical algorithms

Mingxi Cai, Guangyan Zhao, Yufeng Sun
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Abstract

Dependent failure is a difficult problem, which is not easily solved by traditional reliability models. With an increase in system complexity, dependent failure becomes more and more common. So a special reliability model is needed to describe this kind of problem. A load-sharing system is a typical dependent system. The merits of reliability block diagrams (RBD) include simplicity, intuition and ease of use. This paper builds an extendable RBD model to describe k-out-of-n load-sharing systems. A mathematical reliability model is also set up. A mathematical model with exponential and other distributions is discussed. Then the general mathematic description of the model is provided. On this basis, numerical algorithms for the model are studied. The improved GAUSS quadrature method is then adopted to solve the problem of multiple indefinite integral calculations, solving the general model. Finally, a typical case is used for verifying the correctness and veracity of the model and its algorithms.
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负荷共享k-out- n系统可靠性模型及其数值算法
依赖失效是传统可靠性模型难以解决的难题。随着系统复杂性的增加,依赖故障变得越来越普遍。因此需要一个特殊的可靠性模型来描述这类问题。负荷分担系统是典型的依赖系统。可靠性框图(RBD)的优点包括简单、直观和易于使用。本文建立了一个可扩展的RBD模型来描述k-out- n负载共享系统。建立了可靠性数学模型。讨论了具有指数分布和其他分布的数学模型。然后给出了模型的一般数学描述。在此基础上,对模型的数值算法进行了研究。然后采用改进的高斯正交法求解多次不定积分计算问题,求解一般模型。最后,通过一个典型案例验证了模型及其算法的正确性和准确性。
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