Aggregated models for decision-support in manufacturing systems management
by Leif Pehrsson; Tehseen Aslam; Marcus Frantzén
International Journal of Manufacturing Research (IJMR), Vol. 16, No. 3, 2021

Abstract: Many industrial challenges can be related to the setup of manufacturing plants and supply chains. While there are techniques available for discrete event simulation of production lines, the opportunities of applying such techniques on higher manufacturing network levels are not explored to the same extent. With established methods for optimisation of manufacturing lines showing proven potential in conceptual analysis and development of production lines, the application of such optimisation methods on higher level manufacturing networks is a subject for further exploration. In this paper, an extended aggregation technique for discrete event simulation of higher level manufacturing systems is discussed, proposed, tested, and verified with real-world problem statements as a proof of concept. The contribution of the new technique is to enable the application of DES models, with reasonable computational requirements, at higher level manufacturing networks. The proposed technique can be used to generate valuable decision information supporting conceptual systems development. [Submitted 5 March 2019; Accepted 25 October 2019]

Online publication date: Mon, 04-Oct-2021

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