IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v203y2010i1p1-13.html
   My bibliography  Save this article

Simulation in manufacturing and business: A review

Author

Listed:
  • Jahangirian, Mohsen
  • Eldabi, Tillal
  • Naseer, Aisha
  • Stergioulas, Lampros K.
  • Young, Terry

Abstract

This paper reports the results of a review of simulation applications published within peer-reviewed literature between 1997 and 2006 to provide an up-to-date picture of the role of simulation techniques within manufacturing and business. The review is characterised by three factors: wide coverage, broad scope of the simulation techniques, and a focus on real-world applications. A structured methodology was followed to narrow down the search from around 20,000 papers to 281. Results include interesting trends and patterns. For instance, although discrete event simulation is the most popular technique, it has lower stakeholder engagement than other techniques, such as system dynamics or gaming. This is highly correlated with modelling lead time and purpose. Considering application areas, modelling is mostly used in scheduling. Finally, this review shows an increasing interest in hybrid modelling as an approach to cope with complex enterprise-wide systems.

Suggested Citation

  • Jahangirian, Mohsen & Eldabi, Tillal & Naseer, Aisha & Stergioulas, Lampros K. & Young, Terry, 2010. "Simulation in manufacturing and business: A review," European Journal of Operational Research, Elsevier, vol. 203(1), pages 1-13, May.
    • Handle: RePEc:eee:ejores:v:203:y:2010:i:1:p:1-13
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377-2217(09)00426-3
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Gul Polat & David Arditi, 2005. "The JIT materials management system in developing countries," Construction Management and Economics, Taylor & Francis Journals, vol. 23(7), pages 697-712.
    2. Byrne, P.J. & Heavey, Cathal, 2006. "The impact of information sharing and forecasting in capacitated industrial supply chains: A case study," International Journal of Production Economics, Elsevier, vol. 103(1), pages 420-437, September.
    3. Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
    4. Shabayek, A. A. & Yeung, W. W., 2002. "A simulation model for the Kwai Chung container terminals in Hong Kong," European Journal of Operational Research, Elsevier, vol. 140(1), pages 1-11, July.
    5. T-S Jan & C-T Hsiao, 2004. "A four-role model of the automotive industry development in developing countries: a case in Taiwan," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(11), pages 1145-1155, November.
    6. Boel, René & Mihaylova, Lyudmila, 2006. "A compositional stochastic model for real time freeway traffic simulation," Transportation Research Part B: Methodological, Elsevier, vol. 40(4), pages 319-334, May.
    7. Scott M. Shafer & David A. Nembhard & Mustafa V. Uzumeri, 2001. "The Effects of Worker Learning, Forgetting, and Heterogeneity on Assembly Line Productivity," Management Science, INFORMS, vol. 47(12), pages 1639-1653, December.
    8. John Butler & Douglas J. Morrice & Peter W. Mullarkey, 2001. "A Multiple Attribute Utility Theory Approach to Ranking and Selection," Management Science, INFORMS, vol. 47(6), pages 800-816, June.
    9. Barton, J. A. & Love, D. M. & Taylor, G. D., 2001. "Evaluating design implementation strategies using enterprise simulation," International Journal of Production Economics, Elsevier, vol. 72(3), pages 285-299, August.
    10. Jackie Hueter & William Swart, 1998. "An Integrated Labor-Management System for Taco Bell," Interfaces, INFORMS, vol. 28(1), pages 75-91, February.
    11. van der Vorst, Jack G. A. J. & Beulens, Adrie J. M. & van Beek, Paul, 2000. "Modelling and simulating multi-echelon food systems," European Journal of Operational Research, Elsevier, vol. 122(2), pages 354-366, April.
    12. K Christodoulou & K Vlahos, 2000. "Variable structure modelling of dynamic industry systems," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(9), pages 1029-1040, September.
    13. Shangyao Yan & Chin-Hui Tang & Chong-Lan Shieh, 2005. "A Simulation Framework for Evaluating Airline Temporary Schedule Adjustments Following Incidents," Transportation Planning and Technology, Taylor & Francis Journals, vol. 28(3), pages 189-211, March.
    14. Suzanne de Treville & Ann van Ackere, 2006. "Equipping Students to Reduce Lead Times: The Role of Queuing-Theory-Based Modeling," Interfaces, INFORMS, vol. 36(2), pages 165-173, April.
    15. Zulch, Gert & Jonsson, Uwe & Fischer, Jorg, 2002. "Hierarchical simulation of complex production systems by coupling of models," International Journal of Production Economics, Elsevier, vol. 77(1), pages 39-51, May.
    16. S C L Koh, 2004. "MRP-controlled batch-manufacturing environment under uncertainty," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(3), pages 219-232, March.
    17. Josephine E. Olson, 2005. "Top-25-Business-School Professors Rate Journals in Operations Management and Related Fields," Interfaces, INFORMS, vol. 35(4), pages 323-338, August.
    18. George Pfeil & Ron Holcomb & Charles T. Muir & Shahram Taj, 2000. "Visteon's Sterling Plant Uses Simulation-Based Decision Support in Training, Operations, and Planning," Interfaces, INFORMS, vol. 30(1), pages 115-133, February.
    19. H A Akkermans & K E van Oorschot, 2005. "Relevance assumed: a case study of balanced scorecard development using system dynamics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 931-941, August.
    20. Bocker, Jorg & Lind, Jurgen & Zirkler, Bernd, 2001. "Using a multi-agent approach to optimise the train coupling and sharing system," European Journal of Operational Research, Elsevier, vol. 131(2), pages 242-252, June.
    21. Zulch, Gert & Rottinger, Sven & Vollstedt, Thorsten, 2004. "A simulation approach for planning and re-assigning of personnel in manufacturing," International Journal of Production Economics, Elsevier, vol. 90(2), pages 265-277, July.
    22. Zenios, Stavros A. & Holmer, Martin R. & McKendall, Raymond & Vassiadou-Zeniou, Christiana, 1998. "Dynamic models for fixed-income portfolio management under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 22(10), pages 1517-1541, August.
    23. J P C Kleijnen & M T Smits, 2003. "Performance metrics in supply chain management," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(5), pages 507-514, May.
    24. Michael J. Ashworth & Kathleen M. Carley, 2007. "Can tools help unify organization theory? Perspectives on the state of computational modeling," Computational and Mathematical Organization Theory, Springer, vol. 13(1), pages 89-111, March.
    25. Kleijnen, J.P.C. & Smits, M.T., 2003. "Performance metrics in supply chain management," Other publications TiSEM 80777aed-0c9f-4ded-b0bb-f, Tilburg University, School of Economics and Management.
    26. P. E. D. Love & P. Mandal & H. Li, 1999. "Determining the causal structure of rework influences in construction," Construction Management and Economics, Taylor & Francis Journals, vol. 17(4), pages 505-517.
    27. M M Arer & N E Ozdemirel, 1999. "Simulation of capacity expansion and sequencing alternatives for a sheet metal producer," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(6), pages 596-607, June.
    28. Fleisch, Elgar & Tellkamp, Christian, 2005. "Inventory inaccuracy and supply chain performance: a simulation study of a retail supply chain," International Journal of Production Economics, Elsevier, vol. 95(3), pages 373-385, March.
    29. Spedding, T. A. & Sun, G. Q., 1999. "Application of discrete event simulation to the activity based costing of manufacturing systems," International Journal of Production Economics, Elsevier, vol. 58(3), pages 289-301, January.
    30. Richard E. Nance & Robert G. Sargent, 2002. "Perspectives on the Evolution of Simulation," Operations Research, INFORMS, vol. 50(1), pages 161-172, February.
    31. Reiner, Gerald, 2005. "Customer-oriented improvement and evaluation of supply chain processes supported by simulation models," International Journal of Production Economics, Elsevier, vol. 96(3), pages 381-395, June.
    32. N Melão & M Pidd, 2003. "Use of business process simulation: A survey of practitioners," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(1), pages 2-10, January.
    33. Thomas Spengler & Marcus Schröter, 2003. "Strategic Management of Spare Parts in Closed-Loop Supply Chains—A System Dynamics Approach," Interfaces, INFORMS, vol. 33(6), pages 7-17, December.
    34. M H Hahn & R V Ribeiro, 1999. "Heuristic guided simulator for the operational planning of the transport of sugar cane," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(5), pages 451-459, May.
    35. John D. Sterman & Nelson P. Repenning & Fred Kofman, 1997. "Unanticipated Side Effects of Successful Quality Programs: Exploring a Paradox of Organizational Improvement," Management Science, INFORMS, vol. 43(4), pages 503-521, April.
    36. Albino, Vito & Carbonara, Nunzia & Giannoccaro, Ilaria, 2007. "Supply chain cooperation in industrial districts: A simulation analysis," European Journal of Operational Research, Elsevier, vol. 177(1), pages 261-280, February.
    37. Durieux, Severine & Pierreval, Henri, 2004. "Regression metamodeling for the design of automated manufacturing system composed of parallel machines sharing a material handling resource," International Journal of Production Economics, Elsevier, vol. 89(1), pages 21-30, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. S Robinson, 2005. "Discrete-event simulation: from the pioneers to the present, what next?," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(6), pages 619-629, June.
    2. Ciancimino, Elena & Cannella, Salvatore & Canca Ortiz, José David & Framiñán Torres, José Manuel, 2009. "Análisis multinivel de cadenas de suministros: dos técnicas de resolución del efecto bullwhip // Supply Chain Multi-level Analysis: Two Bullwhip Dampening Approaches," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 8(1), pages 7-28, December.
    3. Federico Cosenz & Guido Noto, 2016. "Applying System Dynamics Modelling to Strategic Management: A Literature Review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(6), pages 703-741, November.
    4. Thorpe, Andy & Bennett, Elizabeth, 2004. "Market-Driven International Fish Supply Chains: The Case of Nile Perch from Africa's Lake Victoria," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 7(4), pages 1-18.
    5. Kleijnen, Jack P. C., 2005. "An overview of the design and analysis of simulation experiments for sensitivity analysis," European Journal of Operational Research, Elsevier, vol. 164(2), pages 287-300, July.
    6. Kull, Thomas & Closs, David, 2008. "The risk of second-tier supplier failures in serial supply chains: Implications for order policies and distributor autonomy," European Journal of Operational Research, Elsevier, vol. 186(3), pages 1158-1174, May.
    7. Ganga, Gilberto Miller Devós & Carpinetti, Luiz Cesar Ribeiro, 2011. "A fuzzy logic approach to supply chain performance management," International Journal of Production Economics, Elsevier, vol. 134(1), pages 177-187, November.
    8. H A Akkermans & K E van Oorschot, 2005. "Relevance assumed: a case study of balanced scorecard development using system dynamics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 931-941, August.
    9. Robert Engel & Worarat Krathu & Marco Zapletal & Christian Pichler & R. P. Jagadeesh Chandra Bose & Wil Aalst & Hannes Werthner & Christian Huemer, 2016. "Analyzing inter-organizational business processes," Information Systems and e-Business Management, Springer, vol. 14(3), pages 577-612, August.
    10. Rabelo, Luis & Eskandari, Hamidreza & Shaalan, Tarek & Helal, Magdy, 2007. "Value chain analysis using hybrid simulation and AHP," International Journal of Production Economics, Elsevier, vol. 105(2), pages 536-547, February.
    11. Jack P. C. Kleijnen & Susan M. Sanchez & Thomas W. Lucas & Thomas M. Cioppa, 2005. "State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments," INFORMS Journal on Computing, INFORMS, vol. 17(3), pages 263-289, August.
    12. Pero, Margherita & Rossi, Tommaso & Noé, Carlo & Sianesi, Andrea, 2010. "An exploratory study of the relation between supply chain topological features and supply chain performance," International Journal of Production Economics, Elsevier, vol. 123(2), pages 266-278, February.
    13. Kleijnen, Jack P.C. & Mehdad, Ehsan, 2014. "Multivariate versus univariate Kriging metamodels for multi-response simulation models," European Journal of Operational Research, Elsevier, vol. 236(2), pages 573-582.
    14. Berle, Øyvind & Asbjørnslett, Bjørn Egil & Rice, James B., 2011. "Formal Vulnerability Assessment of a maritime transportation system," Reliability Engineering and System Safety, Elsevier, vol. 96(6), pages 696-705.
    15. Hatem Elleuch & Wafik Hachicha & Habib Chabchoub, 2014. "A combined approach for supply chain risk management: description and application to a real hospital pharmaceutical case study," Journal of Risk Research, Taylor & Francis Journals, vol. 17(5), pages 641-663, May.
    16. Zhang, Xiunian & Lam, Jasmine Siu Lee, 2018. "Shipping mode choice in cold chain from a value-based management perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 110(C), pages 147-167.
    17. Inês de Abreu Ferreira & Manuel de Castro Fraga & Radu Godina & Marta Souto Barreiros & Helena Carvalho, 2019. "A Proposed Index of the Implementation and Maturity of Circular Economy Practices—The Case of the Pulp and Paper Industries of Portugal and Spain," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    18. Alexandru Constăngioară, 2013. "Performance Metrics in Supply Chain Management. Evidence from Romanian Economy," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 15(33), pages 170-179, February.
    19. Margolis, Joshua T. & Sullivan, Kelly M. & Mason, Scott J. & Magagnotti, Mariah, 2018. "A multi-objective optimization model for designing resilient supply chain networks," International Journal of Production Economics, Elsevier, vol. 204(C), pages 174-185.
    20. Shi, Wen & Kleijnen, Jack P.C. & Liu, Zhixue, 2014. "Factor screening for simulation with multiple responses: Sequential bifurcation," European Journal of Operational Research, Elsevier, vol. 237(1), pages 136-147.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:203:y:2010:i:1:p:1-13. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.