Abstract
The paper describes advantages of teaching and application of modeling manufacturing systems. Two paradigms of modeling: Discrete Event (DE) and System Dynamics (SD) are briefly presented and compared. A few possibilities of teaching these approaches worldwide are presented. Furthermore, a combined way of teaching these two methods, with a focus on the modeling and simulating selected basic processes of manufacturing systems, is proposed in briefly described exercises. The concept provides division of this method depending on student’s education level.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Borshchev, A., Filippov, A.: From system dynamics and discrete event to practical agent based modeling: reasons, techniques, tools. In: The 22nd International Conference of the System Dynamics Society, Oxford, England (2004)
Wrobel-Lachowska, M., Wisniewski, Z., Polak-Sopinska, A.: The role of the lifelong learning in logistics 4.0. In: Andre, T. (ed.) Advances in Human Factors in Training, Education, and Learning Sciences, pp. 402–409. Springer International Publishing, Cham (2018)
Bauernhansl, T., ten Hompel, M., Vogel-Heuser, B.: Industrie 4.0 in Produktion, Automatisierung und Logistik: Anwendung Technologien Migration. Springer Fachmedien Wiesbaden, Wiesbaden (2014)
Cassandras, C.G., Lafortune, S.: Introduction to discrete event systems (2008)
Ullrich, O., Lückerath, D.: An introduction to discrete-event modeling and simulation. Simul. Notes Eur. 27(1), 9–16 (2017)
Seewaldt, M., Nagel, J., Geckler, D., Bracht, U.: Energy-oriented material flow simulation as a contribution to automotive industry 4.0. Simul. Notes Eur. 27(2), 61–66 (2017)
Rabe, M., Deininger, M.: Discrete event simulation of modular production system models using Petri Nets. In: Rabe, M., Clausen, U. (eds.) Simulation in Production and Logistics, pp. 387–396. Fraunhofer IRB Verlag, Stuttgart (2015)
Völker, S., Schmidt, P.-M.: Simulationsbasierte Optimierung von Produktions- und Logistiksystemen mit Tecnomatix Plant Simulation. In: Zülch, G., Stock, P. (eds.) Intergrationsaspekte der Simulation: Technik, Organisation und Personal, pp. 93–100. KIT Scientific Publishing, Karlsruhe (2010)
Bouloiz, H., Garbolino, E., Tkiouat, M.: Modeling of an organizational environment by system dynamics and fuzzy logic. Open J. Saf. Sci. Technol. 3, 96–104 (2013)
Ossimitz, G., Mrotzek, M.: The basics of system dynamics: discrete vs. continuous modelling of time. In: Proceedings of the 26th International Conference of the System Dynamics Society, Athens, Greece, pp. 2416–2423 (2008)
Orcun, S., Uzsoy, R., Kempf, K.: Using system dynamics simulations to compare capacity models for production planning. In: Proceedings - Winter Simulation Conference, pp. 1855–1862 (2006)
Georgiadis, P., Michaloudis, C.: Real-time production planning and control system for job-shop manufacturing: a system dynamics analysis. Eur. J. Oper. Res. 216, 94–104 (2012)
Özbayrak, M., Papadopoulou, T.C., Akgun, M.: Systems dynamics modelling of a manufacturing supply chain system. Simul. Model. Pract. Theory 15, 1338–1355 (2007)
Piewthongngam, K., Vijitnopparat, P., Pathumnakul, S., Chumpatong, S., Duangjinda, M.: System dynamics modelling of an integrated pig production supply chain. Biosyst. Eng. 127, 24–40 (2014)
Kiyani, B., Shahnazari Shahrezaei, P., Kazemipoor, H., Fallah, M.: Dynamic modeling to determine production strategies in order to maximize net present worth in small and medium size companies. J. Ind. Eng. Int. 6, 51–64 (2010)
Wenzel, S., Peter, T.: Simulation zur Sicherstellung der Wettbewerbsfähigkeit - Ergebnisse einer Umfrage zur Simulation in Produktion und Logistik. In: Friedewald, A., Lödding, H. (eds.) Produzieren in Deutschland - Wettbewerbsfähigkeit im 21. Jahrhundert, pp. 243–264. Gito, Berlin (2013)
MIT - Introduction to System Dynamics – Syllabus. https://ocw.mit.edu/courses/sloan-school-of-management/15-871-introduction-to-system-dynamics-fall-2013/syllabus
MIT - System Dynamics II – Syllabus. https://ocw.mit.edu/courses/sloan-school-of-management/15-872-system-dynamics-ii-fall-2013/syllabus/
ETH Zürich - Vorlesungsverzeichnis - Systems Dynamics and Complexity. http://www.vvz.ethz.ch/Vorlesungsverzeichnis/lerneinheit.view?semkez=2017W&ansicht=KATALOGDATEN&lerneinheitId=116926&lang=de
University of Bergen - Master’s Programme in System Dynamics. http://www.uib.no/en/studyprogramme/MASV-SYSDY
Raport o stanie sektora małych i średnich przedsiębiorstw w Polsce (2017)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Maczewska, A., Polak-Sopinska, A., Wisniewski, Z., Krason, P. (2019). The Concept of Teaching Modeling and Simulation of Manufacturing Systems. In: Goossens, R. (eds) Advances in Social and Occupational Ergonomics. AHFE 2018. Advances in Intelligent Systems and Computing, vol 792. Springer, Cham. https://doi.org/10.1007/978-3-319-94000-7_9
Download citation
DOI: https://doi.org/10.1007/978-3-319-94000-7_9
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-93999-5
Online ISBN: 978-3-319-94000-7
eBook Packages: EngineeringEngineering (R0)