Abstract
Most researchers in reconfigurable manufacturing systems (RMSs) have used the agent based control (ABC) approach, because the capabilities of agent based software and their development platforms make it easier and quicker to test their research. Due to the reluctance of industries to adopt ABC, this paper considers the factors that would affect the choice of alternatives for ABC, with an emphasis on cell-level control rather than on factory-level control or production planning related aspects. The paper shows that design considerations include reconfiguration level, self-reconfiguration intelligence and controller platform splitting. Some design choices will lead to ABC having significant advantages, while others will allow the use of software approaches more often used in industry.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Leitão, P.: Agent-based distributed manufacturing control: A state of the art survey. Engineering Applications of Artificial Intelligence 22(7), 979–991 (2009)
Leitão, P., Restivo, F.: ADACOR: A holonic architecture for agile and adaptive manufacturing control. Computers in Industry 57, 121–130 (2006)
Marik, V.: Industrial adoption of agent-based technologies. IEEE Intelligent Systems 20(1), 27–35 (2005)
Koren, Y., Shiptalni, M.: Design of reconfigurable manufacturing systems. Journal of Manufacturing Systems 29, 130–141 (2010)
Christensen, J.: Holonic Manufacturing Systems: Initial architecture and standards directions. In: Proceedings of the First European Conference on Holonic Manufacturing Systems, Hanover, Germany (1994)
Le Roux, A.: Control of a Conveyor System for a Reconfigurable Manufacturing Cell. MScEng Mechanical Thesis, Stellenbosch University, South Africa (2013)
Bongard, J., Zykov, V., Lipson, H.: Resilient machines through continuous self-modeling. Science 314, 1118–1121 (2006)
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)
Lepuschitz, W., Zoitl, A., Vallée, M., Merdan, M.: Toward Self-Reconfiguration of Manufacturing Systems Using Automation Agents. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 41(1), 52–69 (2011)
Brennan, R.: Toward Real-Time Distributed Intelligent Control: A Survey of Research Themes and Applications. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 37(5), 744–765 (2007)
Lepuschitz, W., Vallee, M., Merdan, M., Vrba, P., Resch, J.: Integration of a Heterogeneous Low Level Control in a Multi-Agent System for the Manufacturing Domain. In: Proceedings of IEEE Conference on Emerging Technologies & Factory Automation, pp. 1–8 (2009)
Hegny, I., Hummer, O., Zoitl, A., Koppensteiner, G., Merdan, M.: Integrating Software Agents and IEC 61499 Realtime Control for Reconfigurable Distributed Manufacturing Systems. In: IEEE International Symposium on Industrial Embedded Systems, pp. 249–252 (2008)
Christensen, J.: HMS/FB Architecture and its Implementation. In: Deen, S.M. (ed.) Agent Based Manufacturing: Advances in the Holonic Approach, pp. 53–90. Springer (2003)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Hoffman, K., Basson, A.H., le Roux, A. (2014). Towards Alternatives for Agent Based Control in Reconfigurable Manufacturing Systems. In: Zaeh, M. (eds) Enabling Manufacturing Competitiveness and Economic Sustainability. Springer, Cham. https://doi.org/10.1007/978-3-319-02054-9_40
Download citation
DOI: https://doi.org/10.1007/978-3-319-02054-9_40
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-02053-2
Online ISBN: 978-3-319-02054-9
eBook Packages: EngineeringEngineering (R0)