Using simulation and multi-criteria methods to provide robust solutions to dispatching problems in a flow shop with multiple processors

Yiyo Kuo, Taho Yang, Chiwoon Cho and Yao-Ching Tseng

Mathematics and Computers in Simulation (MATCOM), 2008, vol. 78, issue 1, 40-56

Abstract: Dispatching rules are important to the performance of a manufacturing system. Selective applications of different priority rules at different processing stages in a multiple workstation manufacturing system have a positive impact on shop performance. This type of problem is a combinatorial dispatching decision. However, no dispatching rule can consistently produce better performance than all other rules under a variety of operating conditions and criteria. It is the purpose of this study to provide a robust solution for a dispatching decision that will have ‘good’ performance under different operating scenarios. In this paper a simulation case of a flow shop with multiple processors is proposed, specifically a multi-layer ceramic capacitor manufacturing system. Two multiple criteria decision-making methods – techniques for order preference by similarity to ideal solution (TOPSIS) and an analytic hierarchy process (AHP) – in combination with Taguchi orthogonal array are used to find the most suitable dispatching rule for every workstation. The results show that for 15 production scenarios and 4 criteria this combinatorial dispatching rule is robust, in the sense that it outperforms other commonly employed strategies.

Keywords: AHP; Flow shop with multiple processors; Simulation; Taguchi orthogonal array; TOPSIS (search for similar items in EconPapers)
Date: 2008
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Citations: View citations in EconPapers (4)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:78:y:2008:i:1:p:40-56

DOI: 10.1016/j.matcom.2007.06.002

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