Approximating Unreliable Queueing Networks Under the Assumption of Exponentiality

Abstract

This paper deals with the approximate analysis and application of an unreliable closed queueing network to model the performance of a flexible manufacturing system. The service stations in the network are subject to breakdown and repair when active. An exact equivalent network is represented with two-stage Coxian service stations. We approximate the equivalent network by assuming exponentiality for the service completion time, which has a two-stage Coxian distribution. We validate the approximation for a wide range of model parameters and demonstrate the robustness of queueing network formulae to the assumption of exponentiality.

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