Skip to main content

Multi-agent Solution for Automated Part Supply in Robotized Holonic Manufacturing

  • Conference paper
  • First Online:
Advances in Robot Design and Intelligent Control (RAAD 2016)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 540))

Included in the following conference series:

Abstract

The paper describes a solution extending existing semi-heterarchical manufacturing control architectures with automated component supply of robotized workstations’ local storages. Missing components are retrieved from a central feeding system by a visually guided SCARA robot and placed on pallets which are then carried by a twin-track conveyor towards the depleted storages. Workstation robots resupply then their local storages and acknowledge the current operation on the product to be resumed. The supply control at the central feeding station is based on the multi-agent technique; the information counterparts (the supply holons) of the component carriers (the supply pallets) generate simultaneously multiple requests to the central feeding robot (the supply station resource holon), compete to be granted immediate service, and cooperate to reach in common the best decision for the pallet feeding order that delays as little as possible production execution according to the current optimized batch planning and product scheduling.

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 169.00
Price excludes VAT (USA)
  • Available as EPUB and 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

Institutional subscriptions

References

  1. Borangiu, T., Răileanu, S., Berger, T., Trentesaux, D.: Switching mode control strategy in manufacturing execution systems. Int. J. Prod. Res. 53(7), 1950–1963 (2015). doi:10.1080/00207543.2014.935825. ISSN:0020-7543 (Print)

    Article  Google Scholar 

  2. McFarlane, D., Sarma, S., Chirn, J.L., Ashton, K.: The intelligent product in manufacturing control and management. In: Proceedings of 15th IFAC World Congress, Barcelona (2002)

    Google Scholar 

  3. Meyer, G., Främling, K., Holmstrom, J.: Intelligent Products: A survey Computers in Industry. Elsevier, New York (2008)

    Google Scholar 

  4. Bellifemine, F., Carie, G., Greenwood, D.: Developing Multi-agent Systems with JADE. Wiley, Chichester (2007). ISBN 978-0-470-05747-6

    Book  Google Scholar 

  5. Băbiceanu, R.F., Chen, F.F., Sturges, R.H.: Framework for control of automated material-handling systems using holonic manufacturing approach. Int. J. Prod. Res. 42(17), 3551–3564 (2004)

    Article  Google Scholar 

  6. Gouyon, D., David, M.: Implementing the concept of product-driven control using wireless sensor networks: some experiments and issues. In: 17th IFAC World Congress, IFAC Proceedings Volumes, vol. 41(2), pp. 5488–5493 (2008)

    Google Scholar 

  7. Raileanu, S., Borangiu, T., Radulescu, S.: Towards an ontology for distributed manufacturing control. In: Borangiu, T., Trentesaux, D., Thomas, A. (eds.) Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics. SCI, vol. 544, pp. 97–109. Springer, Heidelberg (2014). doi:10.1007/978-3-319-04735-5_7

    Chapter  Google Scholar 

  8. Borangiu, T., Gilbert, P., Ivănescu, N.A., Rosu, A.: An implementing framework for holonic manufacturing control with multiple robot-vision stations. J. Eng. Appl. Artif. Intell. 22(4–5), 505–521 (2009)

    Article  Google Scholar 

  9. Van Brussel, H., Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P.: Reference architecture for holonic manufacturing systems: PROSA. Comput. Indus. Spec. Issue IMS 37(3), 255–274 (1998)

    Article  Google Scholar 

  10. Valckenaers, P., Hadeli, K., Saint Germain, B., Verstraete, P., Van Brussel, H.: MAS coordination and control based on stigmergy. Comput. Indus. 58(7), 621–629 (2007)

    Article  Google Scholar 

  11. Obitko, M., Mařík, V.: Ontologies for multi-agent systems in manufacturing domain. In: DEXA Workshop, pp. 597–602 (2002)

    Google Scholar 

  12. Morariu, C., Morariu, O., Borangiu, T., Sallez, Y.: Formalized information representation for intelligent products in service-oriented manufacturing. In:11th IFAC Workshop on Intelligent Manufacturing Systems, Sao Paolo, Brazil, vol. 11, Part 1, pp. 318–323 (2013)

    Google Scholar 

  13. FIPA: consulted in March 2016. www.fipa.org/index.html

Download references

Acknowledgement

This research work has been partially supported by the IBM FA 2016 Project: Big Data, Analytics and Cloud for Digital Transformation on Manufacturing – DTM.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Silviu Răileanu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Răileanu, S., Borangiu, T., Morariu, O. (2017). Multi-agent Solution for Automated Part Supply in Robotized Holonic Manufacturing. In: Rodić, A., Borangiu, T. (eds) Advances in Robot Design and Intelligent Control. RAAD 2016. Advances in Intelligent Systems and Computing, vol 540. Springer, Cham. https://doi.org/10.1007/978-3-319-49058-8_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-49058-8_23

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-49057-1

  • Online ISBN: 978-3-319-49058-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics