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A Multiagent-System Framework for Hierarchical Control and Monitoring of Complex Process Control Systems

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5357))

Abstract

This paper proposes a framework for the implementation of multiagent system for hierarchical control of complex process control systems based on OPC technology that is widely applied to the automation control systems. This framework is proposed with utilization of OPC technology in both continuous-event part and discrete-event part by incorporating with XML for the negotiation and cooperation in the environments of multiagent system. The framework design criteria are also described. The comparison of the proposed framework with existing frameworks is made to demonstrate that the proposal is reliable and feasible in order to apply to agent-based process control applications.

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References

  1. Brussel, H.V., 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 

  2. Choinski, D., Nocon, W., Metzger, M.: Multi-Agent System for Hierarchical Control with Self-organising Database. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS, vol. 4496, pp. 655–664. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  3. Damba, A., Watanabe, S.: Hierarchical Control in a Multiagent System. In: Proceedings of the 2nd International Conference on Innovative Computing, Information and Control, ICICIC 2007, p. 111 (2007)

    Google Scholar 

  4. Davidsson, P., Wernstedt, F.: Software Agents for Bioprocess Monitoring and Control. Journal of Chemical Technology and Biotechnology 77(7), 761–766 (2002)

    Article  MATH  Google Scholar 

  5. Fayad, M.E., Schmidt, D.C., Johnson, R.E. (eds.): Building Application Frameworks: Object-Oriented Foundation of Framework Design. Wiley, New York (1999)

    Google Scholar 

  6. Guo, Y., Cheng, J., Gong, D., Zhang, J.: A Novel Multi-agent Based Complex Process Control System and Its Application. In: van Leeuwen, J. (ed.) WG 1988. LNCS, vol. 344, pp. 319–330. Springer, Heidelberg (1989)

    Google Scholar 

  7. Heragu, S.S., Graves, R.J., Kim, B.I., Onge, A.S.: Intelligent Agent Based Framework for Manufacturing Systems Control. IEEE Transactions on Systems, Man, and Cybernetics - Part A 32(5), 560–573 (2002)

    Article  Google Scholar 

  8. Leduc, R.J., Lawford, M., Dai, P.: Hierarchical Interface-Based Supervisory Control of a Flexible Manufacturing System. IEEE Transactions on Control Systems Technology 14(4), 654–668 (2006)

    Article  Google Scholar 

  9. McArthur, S.D.J., Davidson, E.M.: Multi-Agent Systems for Diagnostics and Condiation Monitoring Applications. In: Proceedings of the 13th International Conference on Intelligent System Application to Power Systems, pp. 201–206 (2005)

    Google Scholar 

  10. Monch, L., Stehli, M.: ManufAg: A Multi-agent-System Framework for Production Control of Complex Manufacturing Systems. Information Systems and e-Business Management 4(2), 159–185 (2006)

    Article  Google Scholar 

  11. Najid, N.M., Kouiss, K., Derriche, O.: Agent based Approach for a Real-time Shop Floor Control. In: Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics, vol. 4, pp. 6–9 (2002)

    Google Scholar 

  12. Nocon, W., Choinski, D., Metzger, M.: Web-based Control and Monitoring of the Experimental Pilot Plant Installations. In: Proceedings of the IFAC Workshop on Programmable Devices and Systems, pp. 94–99 (2004)

    Google Scholar 

  13. Seilonen, I., Pirttioja, T., Pakonen, A., Appelqvist, P., Halme, A., Koskinen, K.: Information Access and Control Operations in Multi-agent System Based Process Automation. In: Mařík, V., William Brennan, R., Pěchouček, M. (eds.) HoloMAS 2005. LNCS (LNAI), vol. 3593, pp. 144–153. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  14. Seilonen, I., Pirttioja, T., Pakonen, A., Appelqvist, P., Halme, A., Koskinen, K.: Modelling Cooperative Control in Process Automation with Multi-agent Systems. In: Proceedings of the 2nd IEEE International Conference on Industrial Informatics, INDIN 2004, pp. 260–265 (2004)

    Google Scholar 

  15. The OPC Foundation. OPC Unified Architecture Specification: Parts 1-11. Version 1.xx (2006-2007), http://opcfoundation.org/

  16. Thomas, S.J., et al.: Monitoring and Analysis of Multiple Agent Systems. In: Proceedings of the NASA/JPL Workshop on Radical Agent Concepts, http://www.psatellite.com/papers/wrac2001.pdf

  17. Wooldridge, M.: An Introduction to Multiagent Systems. Wiley, Chichester (2002)

    Google Scholar 

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Van Tan, V., Yoo, DS., Yi, MJ. (2008). A Multiagent-System Framework for Hierarchical Control and Monitoring of Complex Process Control Systems. In: Bui, T.D., Ho, T.V., Ha, Q.T. (eds) Intelligent Agents and Multi-Agent Systems. PRIMA 2008. Lecture Notes in Computer Science(), vol 5357. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89674-6_42

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  • DOI: https://doi.org/10.1007/978-3-540-89674-6_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-89673-9

  • Online ISBN: 978-3-540-89674-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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