Skip to main content

A Case Study for Modular Plant Control

  • Conference paper
Holonic and Multi-Agent Systems for Manufacturing (HoloMAS 2003)

Abstract

This paper reports on an engineering approach to address the growing need for managing highly modular plants. An implemented agent-based manufacturing controller, inspired by ant social behavior, is presented and discussed. The work aims to provide the key engineering concerns on how the impact of variations in production resources, factory organization and planning processes can be smoothly tackled in respect of plant performance criteria. The insights are drawn along our experience carried out in the MPA (Modular Plant Architecture) project, which is part of the 5th EU framework program.

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 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Parunak, V.D.: Manufacturing Experience with the Contract Net. In: Huhns, M.N. (ed.) Distributed Artificial Intelligence, Pitman, pp. 285–310 (1987)

    Google Scholar 

  2. Shen, W., Norrie, D.H.: Agent-Based Systems for Intelligent Manufacturing: A State-of-the-Art Survey. Knowledge and Information Systems 1, 129–156 (1999)

    Google Scholar 

  3. Dorigo, M., Di Caro, G.: The Ant Colony Optimization Meta-Heuristic. In: New Ideas in Optimization, pp. 11–32. McGraw- Hill, London (1999)

    Google Scholar 

  4. Van Brussel, H., Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P.: Reference architecture for holonic manufacturing systems: PROSA. Computers In Industry 37, 255–274 (1998)

    Article  Google Scholar 

  5. Van Dyke Parunak, H.: “Go to the Ant”: Engineering principles from natural multi-agent systems. Annals of Operation Research, Special issue on Artificial Intelligence and Management Science 75, 69–101 (1997)

    MATH  Google Scholar 

  6. Molina, A., Al-Ashaab, A.H., Ellis, T.I.A., Young, R.I.M., Bell, R.: A Review of Computer-Aided Simultaneous Engineering Systems. Research in Engineering Design 7, 38–63 (1995)

    Article  Google Scholar 

  7. Smith, S.F., Becker, M.A.: An Ontology for Constructing Scheduling Systems. In: Proceedings of AAAI, Spring Symposium on Ontological Engineering (1997)

    Google Scholar 

  8. Saucer, J.: Knowledge-Based Systems techniques and Applications in Scheduling. Knowledg-Based Scheduling Techniques in Industr. In: Jain, L. (ed.) Intelligent Techniques in Industry. CRS Press (1999)

    Google Scholar 

  9. Grassé, P.P.: La theorie de la stigmergie: essai d’interpretation du comportement des termites constructeurs. Insectes Sociaux 6 (1959)

    Google Scholar 

  10. Bonabeau, E., Dorigo, M., Theraulaz, T.: From Natural to Artificial Swarm Intelligence. Oxford University Press, New York (1999)

    MATH  Google Scholar 

  11. Steegmans, E., Holvoet, T., Janssens, N., Michiels, S., Berbers, Y., Verbaeten, P., Valckenaers, P., Van Brussel, H.: Ant Algorithms in a Graph Environment: a Meta-scheme for Coordination and Control. In: Hanza, M. (ed.) Artificial Intelligence and Applications, pp. 435–440. ACTA Press (2002)

    Google Scholar 

  12. Pinedo, M.: Scheduling: Theory, Algorithms, and Systems. Prentice-Hall, Englewood Cliffs (1995)

    MATH  Google Scholar 

  13. Valckenaers, P., Van Brussel, H., Kollingbaum, M., Bochmann, O.: Stigmergy in Holonic Systems. In: Proceedings of the 5th International Conference on Autonomous Agents, Workshop on Holons: Autonomous and Cooperative Agents for Industry, pp. 15–21 (2001)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Zamfirescu, C., Valckenaers, P., Van Brussel, H.H., Germain, B.S. (2003). A Case Study for Modular Plant Control. In: Mařík, V., McFarlane, D., Valckenaers, P. (eds) Holonic and Multi-Agent Systems for Manufacturing. HoloMAS 2003. Lecture Notes in Computer Science(), vol 2744. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45185-3_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-45185-3_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40751-5

  • Online ISBN: 978-3-540-45185-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics