Skip to main content

The Benefits of Using Computer Simulation Models to Support Decision-Making

  • Conference paper
  • First Online:
Advances in Manufacturing

Part of the book series: Lecture Notes in Mechanical Engineering ((LNME))

Abstract

Improving the efficiency of a manufacturing company is an area of interest for both entrepreneurs and researchers seeking ways to achieve better performance. Among the many ways to support production systems, forecasting and simulation of production systems is one of a great interest. This is because, among other things, in the simulation process, the course of the various stages of production as a function of time can be analyzed in a way that is not practically feasible. This article is based on cooperation between the world of science and business. The aim of the paper is to present new opportunities for improving the efficiency of a viable enterprise. This article describes primarily a different approach to problem solving based on the simulation of the production process using the Vensim program designed to describe diverse environments. The paper is scheduled to be the first in a series that uses Vensim’s simulation capabilities. In this article, the focus is on presenting the process of building a simulation model and the overall benefits of this. Already the process of building the model has revealed very interesting areas of analysis, related to lack of tools to support current decisions. The reason for using the simulation methods was the problems observed in the company: the prolonged time of order execution, the risk of losing customers, the risk of negative audits. Thanks to the use of the simulation model in the current activity, the results were also obtained: defining places of delays, streamlining the flow of information, integrating actions and people, and a comprehensive look at the company’s activities.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 389.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 499.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 499.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Heilala, J., Maantila, M., Montonen, J., Sillanpää, J., Järvinen, P., Jokinen, T, Kivikunnas, S.: Developing simulation-based decision support systems for customerdriven manufacturing operation planning. In: Johansson, B., Jain, S., Montoya-Torres, J., Hugan, J., Yücesan, E. (eds.) Proceedings of the 2010 Winter Simulation Conference (2010)

    Google Scholar 

  2. Kwiatkowska, A.M.: Decision support systems. How to use knowledge and information (2007)

    Google Scholar 

  3. Liu, S., Duffy, A.H.B., Whitfield, R.I., Boyle, I.M.: Integration of decision support systems to improve decision support performance. Springer-Verlag, London Limited, Knowl Inf Syst (2009)

    Google Scholar 

  4. Krupa, K., Wójcik, A., Francik, S.: Decision support for selected processes in agriculture, based on computer simulation models, Logistics-science, vol. 4 (2014)

    Google Scholar 

  5. Power, D.J., Shardab, R.: Model-driven decision support systems: concepts and research directions, Decision Support Systems, vol. 43 (2007)

    Google Scholar 

  6. Unold, J.: Information Systems for Marketing. Wroclaw University of Economics, Wroclaw (2001)

    Google Scholar 

  7. Liwowski, B., Kozłowski, R.: Basic issues of production management (2006)

    Google Scholar 

  8. Korotayev, A.V., Tsirel, S.V.: A spectral analysis of world GDP dynamics: Kondratieff waves, Kuznets swings, Juglar and Kitchin cycles in global economic development, and the 2008–2009 Econ. Crisis Struct. Dyn. 4(1) (2010)

    Google Scholar 

  9. Kefela, G.T.: Knowledge-based economy and society has become a vital commodity to countries. Int. J. Educ. Res. Technol. 1(2), (2010)

    Google Scholar 

  10. www.vensim.com

  11. Krupa, K.: Modeling, simulation and forecasting. Continuous systems (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elzbieta Malec .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Cite this paper

Malec, E. (2018). The Benefits of Using Computer Simulation Models to Support Decision-Making. In: Hamrol, A., Ciszak, O., Legutko, S., Jurczyk, M. (eds) Advances in Manufacturing. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-68619-6_20

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-68619-6_20

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-68618-9

  • Online ISBN: 978-3-319-68619-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics