Skip to main content
SpringerLink
Log in
Book cover

Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems pp 423–434Cite as

Simulation Analysis of the Complex Production System with Interoperation Buffer Stores

  • Conference paper

Part of the Advances in Intelligent Systems and Computing book series (AISC,volume 210)

Abstract

The article highlights the problem of mathematical modelling and subsequent simulation of the highly complex synthetic environment illustrating the real production system consisting of parallel manufacturing plants equipped with interoperation buffer stores. The system can be arranged optionally by means of the simulator which was created on the basis of the presented assumptions in the C# programming language. The discussed system realizes orders set by defined customers. Production control is based on heuristic algorithms which choose an order to be realized and a manufacturing plant in which the production process is carried out. The criterion is to minimize the total time of realizing orders however, as seen in the case study, also either the remaining capacity of tools after realizing all orders or the total tool replacement time can be taken into account while dealing with the problem. The modelling and projecting stages are followed by the simulation study. This simulation study is realized for the specific list of orders. It all leads to the thorough analysis of the obtained results which are later compared with the results obtained for the system without interoperation buffer stores.

Keywords

  • Control Algorithm
  • Heuristic Algorithm
  • Manufacturing Plant
  • Random Choice
  • Buffer Store

These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

This is a preview of subscription content, access via your institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Modrák, V., Pandian, R.S.: Operations Management Research and Cellular Manufacturing Systems: Innovative Methods and Approaches, p. 439. IGI Global (2012) ISBN 978-1-61350-047-7

    Google Scholar 

  2. Katsanos, E., Bitos, A.: Methods of Industrial Production Management: A Critical Review. In: Proceedings of the 1st International Conference on Manufacturing Engineering, Quality and Production Systems, vol. I, pp. 94–99. WSEAS Press, Brasov (2009)

    Google Scholar 

  3. Polya, G.: How to Solve It. Princeton Univ.Pr. (1945)

    Google Scholar 

  4. Pearl, J.: Heuristics: Intelligent Search Strategies for Computer Problem Solving. Add.-Wesley (1984)

    Google Scholar 

  5. Bucki, R., Chramcov, B.: Modelling and simulation of the order realization in the serial production system. International Journal of Mathematical Models and Methods in Applied Sciences 5(7) (2011) ISSN 1998-0140, http://www.naun.org/journals/m3as/ (cit. April 30, 2012)

  6. Guizzi, G., Murino, T., Romano, E.: A discrete event simulation to model passenger flow in the airport terminal. In: Proceedings of the 11th WSEAS international conference on Mathematical Methods and Computational Techniques in Electrical Engineering (MMACTEE 2009), pp. 427–434. WSEAS Press, Athens (2009)

    Google Scholar 

  7. Chramcov, B., Beran, P., Daníček, L., Jašek, R.: A simulation approach to achieving more efficient production systems. International Journal of Mathematics and Computers in Simulation 5(4) (2011) ISSN 1998-0159 (cit. June 30, 2011)

    Google Scholar 

  8. Bucki, R., Frąckiewicz, Z., Marecki, F.: Modelling and Simulation of Complexes of Operations in Logistic Systems. In: Proceedings of the 29th International Conference on Mathematical Methods in Economics, Janská Dolina, Slovakia, pp. 88–93 (2011)

    Google Scholar 

  9. Modrák, V.: On the conceptual development of virtual corporations and logistics. In: Proceedings of the International Symposium on Logistics and Industrial Informatics, LINDI 2007, pp. 121–125. University of Applied Sciences Wildau (2007)

    Google Scholar 

  10. Bucki, R., Suchánek, P., Vymětal, D.: Information Control of Allocation Tasks in the Synthetic Manufacturing Environment. International Journal of Mathematics and Computers in Simulation 3(6), 324–332 (2012) ISSN 1998-0159

    Google Scholar 

  11. Marusza, S.: The Computer Simulator of the Elastic Manufacturing System with the Parallel Structure of Plants and Serial Production Work Stations. Diploma thesis. Institute of Management and Information Technology, Bielsko-Biala, p. 93 (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Faculty of Applied Informatics, Tomas Bata University in Zlin, nam. T.G. Masaryka 5555, 760 01, Zlin, Czech Republic

    Bronislav Chramcov

  2. Institute of Management and Information Technology in Bielsko-Biała, ul. Legionów 81, 43-300, Bielsko-Biała, Poland

    Robert Bucki & Sabina Marusza

Authors
  1. Bronislav Chramcov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Robert Bucki
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Sabina Marusza
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Bronislav Chramcov .

Editor information

Editors and Affiliations

  1. Faculty of Electrical Eng. & Comp. Sci, Department of Computer Science, VŠB-TUO, 17. listopadu 15, Ostrava-Poruba, 708 33, Czech Republic

    Ivan Zelinka

  2. , Department of Electronic Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, China, People's Republic

    Guanrong Chen

  3. , Institute of Physical, University of Tuebingen, Auf der Morgenstelle 8, Tuebingen, 72076, Germany

    Otto E. Rössler

  4. Faculty of Electrical Eng. & Comp. Sci., Department of Computer Science, VŠB-TUO, 17. listopadu 15, Ostrava-Poruba, 708 33, Czech Republic

    Vaclav Snasel

  5. (MIR Labs), Scientific Network for Innovation, Machine Intelligence Research Labs, Auburn, 98071, Washington, USA

    Ajith Abraham

Rights and permissions

Reprints and Permissions

Copyright information

© 2013 Springer International Publishing Switzerland

About this paper

Cite this paper

Chramcov, B., Bucki, R., Marusza, S. (2013). Simulation Analysis of the Complex Production System with Interoperation Buffer Stores. In: Zelinka, I., Chen, G., Rössler, O., Snasel, V., Abraham, A. (eds) Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems. Advances in Intelligent Systems and Computing, vol 210. Springer, Heidelberg. https://doi.org/10.1007/978-3-319-00542-3_42

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-00542-3_42

  • Publisher Name: Springer, Heidelberg

  • Print ISBN: 978-3-319-00541-6

  • Online ISBN: 978-3-319-00542-3

  • eBook Packages: EngineeringEngineering (R0)

search

Navigation