A Universal Generating Function Approach for Redundancy Optimization for Hot-Standby Multi-State Series Parallel k-out-of-n Systems

V. Ebrahimipour, M. Sheikhalishahi, B. Maleki-Shoja, M. Goldansaz
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引用次数: 7

Abstract

An effective method to provide the required level of reliability and availability is Components redundancy. In this paper redundancy allocation of multi-state series-parallel system is considered which in each of the subsystems at least k-out-of-n components must be working properly since the whole system continues it’s working. The goal is finding the optimum combination which satisfies required reliability of the system with the minimum cost. Thus the number of component in each subsystems and the number of stand-by components must be found. Since this problem is non-convex which is difficult to solve by traditional optimization techniques, Universal Generation Function (UGF) technique and Genetic Algorithm (GA) is employed to solve the problem. Finally a case study is considered to illustrate the efficiency of the proposed approach.
热备多状态串联并联k-out- n系统冗余优化的通用生成函数方法
提供所需级别的可靠性和可用性的有效方法是组件冗余。本文研究了多状态串并联系统的冗余分配问题,该问题要求每个子系统中至少有k / n个组件是正常工作的,因为整个系统一直在工作。目标是以最小的成本找到满足系统可靠性要求的最优组合。因此,必须找到每个子系统中组件的数量和备用组件的数量。针对该问题为非凸问题,传统优化技术难以求解,采用通用生成函数(UGF)技术和遗传算法(GA)进行求解。最后,通过一个案例分析来说明所提方法的有效性。
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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