Two-moment approximations for analysing a series of automated workstations

Author: Nagarajan R. D.   Kim D. S.  

Publisher: Taylor & Francis Ltd

ISSN: 0020-7543

Source: International Journal of Production Research, Vol.44, Iss.4, 2006-02, pp. : 745-765

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Abstract

In this research we develop two-moment approximation equations for the analysis of a series of automated workstations with infinite buffer capacity. An automated workstation is a server with deterministic processing times that experiences random operating times between failures, and then subsequent random repair times. The distribution of job inter-departure times from a workstation receiving input from an automated workstation is derived. From this distribution, expressions for the mean and variance of job inter-departure times from a workstation are obtained. These are then used as a basis for `linking' workstations in a two-workstation aggregation approach. This method is compared to modelling such a system as a series of G/G/1 queues. The analysis method is easily implemented in a spreadsheet. Extensive computational experiments demonstrate the effectiveness of the overall approach.