Abstract
The agent technology provides a new way to design and engineer control solutions based on the decentralization of control over distributed structures, addressing the current requirements for modern control systems in industrial domains. This paper presents the current situation of the development and deployment of agent technology, discussing the initiatives and the current trends faced for a wider dissemination and industrial adoption, based on the work that is being carried out by the IEEE IES Technical Committee on Industrial Agents.
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
Jennings, N., Bussman, S.: Agent-based Control Systems: Why Are They Suited to Engineering Complex Systems? IEEE Control Systems 23(3), 61–73 (2003)
Leitão, P.: Agent-based Distributed Manufacturing Control: A State-of-the-art Survey. Engineering Applications of Artificial Intelligence 22(7), 979–991 (2009)
Luck, M., McBurney, P., Shehory, O., Willmott, S. (eds.): Agent Technology: Computing as Interaction - A Roadmap for Agent-based Computing, AgentLink III (September 2005)
Wooldridge, M.: An Introduction to Multi-Agent Systems. John Wiley & Sons, Chichester (2002)
Vrba, P., Tichy, P., Marik, V., Hall, K., Staron, R., Maturana, F.: Rockwell Automation’s Holonic and Multi-agent Control Systems Compendium. IEEE Transactions on Systems, Man and Cybernetics – Part C: Applications and Reviews 41(1), 14–30 (2011)
Monostori, L., Váncza, J., Kumara, S.: Agent-Based Systems for Manufacturing. Annals of the CIRP 55/2, 697–720 (2006)
Pechoucek, M., Marik, V.: Industrial Deployment of Multi-agent Technologies: Review and Selected Case Studies. Autonomous Agents and Multi-agent Systems 17(13), 397–431 (2008)
Marik, V., Lazansky, J.: Industrial Applications of Agents Technologies. Control Engineering Practice 15, 1364–1380 (2007)
Colombo, A., Schoop, R., Neubert, R.: An Agent-based Intelligent Control Platform for Industrial Holonic Manufacturing Systems. IEEE Transactions on Industrial Electronics 53(1), 322–337 (2006)
Schild, K., Bussmann, S.: Self-Organization in Manufacturing Operations. Communications of the ACM 50(12), 74–79 (2007)
Brussel, H.V., Wyns, J., Valckenaers, P., Bongaerts, L.: Reference Architecture for Holonic Manufacturing Systems: PROSA. Computers in Industry 37(3), 255–274 (1998)
Bruckner, S., Wyns, J., Peeters, P., Kollingbaum, M.: Designing Agents for the Manufacturing Control. In: Proceedings of the Artificial Intelligence and Manufacturing Research Planning Workshop-State of the Art & State of the Practice, pp. 40–46 (1998)
Marik, V., Vrba, P., Hall, K., Maturana, F.: Rockwell Automation Agents for Manufacturing. In: Proceedings of Industry Track of 4th International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 107–113 (2005)
Maturana, F., Staron, R., Hall, K., Tichy, P., Slechta, P., Marík, V.: An Intelligent Agent Validation Architecture for Distributed Manufacturing Organizations. In: Camarinha-Matos, L. (ed.) Emerging Solutions for Future Manufacturing Systems, pp. 81–90. Springer, Heidelberg (2004)
Fletcher, M., McFarlane, D., Thorne, A., Jarvis, D., Lucas, A.: Evaluating a Holonic Packing Cell. In: Mařík, V., McFarlane, D., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 246–257. Springer, Heidelberg (2003)
Monch, L., Stehli, M., Zimmermann, J.: FABMAS: An Agent-based System for Production Control of Semiconductor Manufacturing Process. In: Mařík, V., McFarlane, D., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 258–267. Springer, Heidelberg (2003)
Paolucci, M., Sacile, R.: Agent-Based Manufacturing and Control Systems: New Agile Manufacturing Solutions for Achieving Peak Performance. CRC Press, Boca Raton (2005)
Magenta Technologies, http://www.magenta-technology.com
Blanc, P., Demongodin, I., Castagna, P.: A Holonic Approach for Manufacturing Execution System Design: An industrial Application. Engineering Applications of Artificial Intelligence 21(3), 315–330 (2008)
Jacobi, S., Madrigal, C., Leon-Soto, E., Fischer, K.: AgentSteel: An Agent-based Online System for the Planning and Observation of Steel Production. In: Proc. of the 4th Int’l Conference on Autonomous Agents and Multiagent Systems, pp. 114–119 (2005)
Wada, H., Sakuraba, Y., Negishi, M.: Machinery Control System using Autonomous Agents. In: Yokogawa Electric Corporation, Tokyo, Japan (1998)
Cândido, G., Barata, J.: A Multiagent Control System for Shop Foor Assembly. In: Mařík, V., Vyatkin, V., Colombo, A.W. (eds.) HoloMAS 2007. LNCS (LNAI), vol. 4659, pp. 293–302. Springer, Heidelberg (2007)
Barata, J., Camarinha-Matos, L.: Coalitions of Manufacturing Components for Shop Floor Agility – the CoBASA Architecture. International Journal of Networking and Virtual Organisations 2(1), 50–77 (2003)
Leitão, P., Restivo, F.: ADACOR: An Agile and Adaptive Holonic Architecture for Manufacturing Control. Computers in Industry 57(2), 121–130 (2006)
Leitão, P., Restivo, F.: Implementation of a Holonic Control System in a Flexible Manufacturing System. IEEE Transactions on Systems, Man and Cybernetics – Part C: Applications and Reviews 38(5), 699–709 (2008)
Lastra, J.L., Insaurralde, C., Colombo, A.W.: Agent-based Control for Desktop Assembly Factories. Collaborative Design and Planning for Digital Manufacturing, 265–291 (2009)
Black, G., Vyatkin, V.: Intelligent Component-Based Automation of Baggage Handling Systems with IEC 61499. IEEE Trans. on Automation Science and Engineering 7(2), 337–351 (2010)
Lepuschitz, W., Zoitl, A., Vallée, M., Merdan, M.: Towards Self-Reconfiguration of Manufacturing Systems using Automation Agents. Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 41(1), 52–69 (2011)
Harper, C., Davis, L.: Evolutionary Computation at American Air Liquide. In: Evolutionary Computation in Practice. Studies in Computational Intelligence, vol. 88, pp. 313–317. Springer, Heidelberg (2008)
Himoff, J., Skobelev, P., Wooldridge, M.: Magenta Technology: Multi-agent Systems for Industrial Logistics. In: Proceedings of the 4th International Conference on Autonomous Agents and Multiagent Systems, pp. 60–66 (2005)
Bonabeau, E., Meyer, C.: Swarm Intelligence: A Whole New Way to Think about Business. Harvard Business Review, 107–114 (May 2001)
Dorer, K., Calisti, M.: An Adaptive Solution to Dynamic Transport Optimization. In: Proc. of the 4th Int’l Conference on Autonomous Agents and Multiagent Systems, pp. 45–51 (2005)
Vrba, P., Mařík, V.: Capabilities of Dynamic Reconfiguration of Multiagent‐based Industrial Control Systems. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans 40(1), 1–11 (2010)
Vrba, P., Mařík, V., Merdan, M.: Physical Deployment of Agent-based Industrial Control Solutions: MAST Story. In: Proceedings of IEEE International Conference on Distributed Human-Machine Systems, pp. 133–139 (2008)
Castro, A., Oliveira, E.: The Rationale behind the Development of an Airline Operations Control Centre using GAIA based Methodology. International Journal of Agent-Oriented Software Engineering 2(3), 350–377 (2008)
Encinas, J.C., García, A., Morenas, J.: Improvements in Operations Management Applied to a 3D Simulation Connected to a Physical Platform. Journal of Intelligent Manufacturing, 1–12 (July 2010)
Das, S., Gonsalves, P., Krikorian, R.: Multi-agent Planning and Scheduling Environment for Enhanced Spacecraft Autonomy. In: Proceedings of the 5th International Symposium on Artificial Intelligence, Robotics and Automation in Space (1999)
Dang, V.D., Osborn, S., Bridgeford, M., Vickers, G.: Aerogility - An Intelligent Decision Support System for Managing Service-based Aftermarkets. In: Proceedings of the 8th Int’l Conference on Autonomous Agents and Multiagent Systems, pp. 1411–1412 (2009)
Ünler, A.: Improvement of Energy Demand Forecasts using Swarm Intelligence: The Case of Turkey with Projections to 2025. Energy Policy 36(6), 1937–1944 (2008)
Maturana, F., Staron, R.J., Hall, K.H., Tichý, P., Šlechta, P., Mařík, V.: An Intelligent Agent Validation Architecture for Distributed Manufacturing Organizations. In: Emerging Solutions for Future Manufacturing Systems, pp. 81–90. Springer, Boston (2005)
Marik, V., McFarlane, D.: Industrial Adoption of Agent-Based Technologies. IEEE Intelligent Systems 20(1), 27–35 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Leitão, P., Vrba, P. (2011). Recent Developments and Future Trends of Industrial Agents. In: Mařík, V., Vrba, P., Leitão, P. (eds) Holonic and Multi-Agent Systems for Manufacturing. HoloMAS 2011. Lecture Notes in Computer Science(), vol 6867. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23181-0_2
Download citation
DOI: https://doi.org/10.1007/978-3-642-23181-0_2
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-23180-3
Online ISBN: 978-3-642-23181-0
eBook Packages: Computer ScienceComputer Science (R0)