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Formal models for alternative representations of manufacturing systems of systems

Published: 08 December 2013 Publication History

Abstract

Two separate approaches have been pursued to model manufacturing systems: a periodic process-oriented planning view and a discrete event-based operational view. It is desired to integrate both approaches. To meet this requirement, this paper presents formal descriptive models for a manufacturing supply chain system which can be assembled to unite heterogeneous system views. These models can be used to coordinate complex hierarchical manufacturing systems. The formal description of a system model consists of: (1) a Discrete Event System (DES)-based operational model of the physical system processes for system flows, (2) a periodic review-based planning model for decision-making processes for system coordination, and (3) an interaction and a temporal model for enabling the communication between the two above models. The model presented in this paper can be used to implement more realistic and seamless manufacturing system control mechanisms with consideration of logical planning and physical operational aspects at the same time.

References

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Liu, R., A. Kumar, and W. van der Aalst. 2007. "A Formal Modeling Approach for Supply Chain Event Management." Decision Support Systems 43:761--778.
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Rabelo, L., H. Eskandari, T. Shaalan, and M. Helal. 2007. "Value chain analysis using hybrid simulation and AHP." International Journal of Production Economics 105 (2):536--547.
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Roder, A., and B. Tibken. 2006. "A methodology for modeling inter-company supply chains and for evaluating a method of integrated product and process documentation." European Journal of Operational Research 169 (3):1010--1029.
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SCC. 2011. Supply Chain Operations Reference Model (SCOR) 11.0. Supply Chain Council.
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Shin, D., R. A. Wysk, and L. Rothrock. 2006. "A formal control-theoretic model of a human-automation interactive manufacturing system control." International Journal of Production Research 44 (20):4273--4295.
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Smith, J. S., S. B. Joshi, and R. G. Qiu. 2003. "Message-based Part State Graphs (MPSG): A formal model for shop-floor control implementation." International Journal of Production Research 41 (8):1739--1764.
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Published In

cover image ACM Conferences
WSC '13: Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World
December 2013
4386 pages
ISBN:9781479920778

Sponsors

  • IIE: Institute of Industrial Engineers
  • INFORMS-SIM: Institute for Operations Research and the Management Sciences: Simulation Society
  • ASA: American Statistical Association
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • SCS: Society for Modeling and Simulation International
  • ASIM: Arbeitsgemeinschaft Simulation
  • IEEE/SMCS: Institute of Electrical and Electronics Engineers/Systems, Man, and Cybernetics Society
  • NIST: National Institute of Standards & Technology

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IEEE Press

Publication History

Published: 08 December 2013

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  • Research-article

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WSC '13
Sponsor:
  • IIE
  • INFORMS-SIM
  • ASA
  • SIGSIM
  • SCS
  • ASIM
  • IEEE/SMCS
  • NIST
WSC '13: Winter Simulation Conference
December 8 - 11, 2013
D.C., Washington

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Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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