Reliability and availability measure and assessment of multistage production systems

Jian Guo, Z. Li, Wendai Wang
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引用次数: 4

Abstract

This paper investigates an interesting research topic of defining and measuring reliability and availability of multistage production systems. Most current production systems include multiple stations or stages with possible varying buffer capacity in each station. The configurations of buffer resources/equipment and their reliability performance in one station are interdependent with adjacent stations, which makes it challenging to define and measure the reliability and availability of the overall system. Stochastic processes such as Markov process is introduced to model the reliability and availability performance of multistage production systems. The relationship of reliability/availability and the traditional performance metrics such as cycle times and throughputs in modeling production systems are investigated. Simulation models are introduced to verify performance of the proposed methods under complex and varying multistage production settings.
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多级生产系统的可靠性和可用性度量与评估
本文探讨了多级生产系统的可靠性和可用性的定义和测量问题。大多数当前的生产系统包括多个工位或阶段,每个工位的缓冲容量可能不同。一个站点的缓冲资源/设备的配置及其可靠性性能与相邻站点是相互依赖的,这给整个系统的可靠性和可用性的定义和测量带来了挑战。引入马尔可夫过程等随机过程对多级生产系统的可靠性和可用性进行建模。研究了生产系统建模中可靠性/可用性与传统性能指标(如周期时间和吞吐量)的关系。引入仿真模型来验证所提出方法在复杂多变的多级生产环境下的性能。
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