Abstract
Management of complexity, changes and disturbances is one of the key issues of production today. Distributed, agent-based structures represent viable alternatives to hierarchical systems provided with reactive/proactive capabilities. In the paper, approaches to distributed manufacturing architectures are surveyed, and their fundamental features are highlighted, together with the main questions to be answered while designing new structures. Moreover, an object-oriented simulation framework for development and evaluation of multi-agent manufacturing architectures is introduced.
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Bond, A. H. and Gasser, L. (eds) (1988) Readings in DAI, Morgan-Kaufmann, San Francisco, CA.
Davis, R. and Smith, R. G. (1983) Negotiation as a metaphor for distributed problem solving. Artificial Intelligence, No. 20, 63–109.
Durfee, E. H. (ed.) (1991) Distributed artificial intelligence. IEEE Transactions on Systems, Man and Cybernetics, 21(16), 1167–1183.
Durfee, E. H., Lesser, V. R. and Corkhill, D. D. (1989) Trends in co-operative distributed problem solving. IEEE Transactions on Knowledge and Data Engineering, 1(1), 63–83.
Fox, M. S. (1994) ISIS: a retrospective, in Intelligent Scheduling, Zweben, M. and Fox, M. S. (eds) Morgan Kaufmann, San Francisco, CA pp. 3–28.
Iwata, K., Onosato M. and Koike, M. (1994) Random manu-facturing system: a new concept of manufacturing systems for production to order. CIRP Annals, 43(1), 379–383.
Márkus, A., Kis, T., Váncza, J. and Monostori, L. (1996) A market approach to holonic manufacturing. CIRP Annals, 45(1), 433–436.
Márkus, A. and Váncza, J. (1996) Are manufacturing agents different? In European Workshop on Agent-Oriented Systems in Manufacturing, Proceedings, Technical University of Berlin, pp. 42–59.
Monostori, L., Márkus, A., Van Brussel, H. and Westkaemper, E. (1996a) Machine learning approaches to manufacturing. Annals of the CIRP, 45(2), 675–712.
Monostori, L., Szelke, E. and Kádár, B. (1996b) Management of changes and disturbances in manufacturing systems. Pre-prints of the IFAC Workshop on Manufacturing Systems: Modelling, Management and Control MIM'97, Vienna, Aus-tria, 3–5 February, pp. 27–38.
Moulin, B. and Chaib-Draa, B. (1996) An overview of distributed artificial intelligence, in Foundations of Distributed Artificial Intelligence, Morgan-Kaufmann, San Francisco, CA, pp. 3–56.
O'Hare, G. M. P. (1993) Designing intelligent manufacturing systems: a distributed artificial intelligence approach. Com-puters in Industry, No. 15, 17–25.
Okino, N. (1993) Bionic manufacturing systems, in Proceedings of the CIRP Seminar on Flexible Manufacturing Systems Past-Present-Future, Peklenik, J. (ed.), Bled, Slovenia, pp. 73–95.
Rabelo, R. J. and Camarinha-Matos, L. M. (1994) Negotiation in multi-agent based dynamic scheduling. Robotics and Com-puter-Integrated Manufacturing, 11(4), 303–309.
Smith, R. G. (1980) The contract net protocol: high-level com-munication and control in a distributed problem solver. IEEE Transactions on Computers, C-29(12), 1104–1113.
Sycara, K. P., Roth, S., Sadeh, N. and Fox, M. (1991) Resource allocation in distributed factory scheduling. IEEE Expert, February, 29–40.
Ueda, K. (1993) A genetic approach toward future manufacturing systems, in Proceedings of the CIRP Seminar on Flexible Manufacturing Systems Past-Present-Future, Peklenik, J. (ed.), Bled, Slovenia, pp. 211–228.
Uma, G., Prasad, B. E. and Kumari, O. N. (1993) Distributed intelligent systems: issues, perspectives and approaches. Knowledge Based Systems, 6(2), 77–86.
Valckenaers, P., Bonneville, F., Van Brussel, H. and Wyns, J. (1994) Results of the holonic system benchmark at Kuleuven, in Proceedings of the Fourth International Conference on Computer Integrated Manufacturing and Automation Tech-nology, Troy, New York, 10–12 October, pp. 128–133.
Van Brussel, H., Valckenaers, P., Wyns, J., Bongaerts, L. and Detand, J. (1996) Holonic manufacturing systems and IiM, in IT and Manufacturing Partnerships, Conference on inte-gration in manufacturing, Galway, Ireland, pp. 185–196.
Van Dyke Parunak, H. (1996) Applications of artificial intelli-gence in industry, in Foundations of Distributed Artificial Intelligence, Morgan-Kaufmann, San Francisco, CA, pp. 139–164.
Warnecke, H. J. (1993). The Fractal Company, a Revolution in Corporate Culture, Springer-Verlag, Berlin.
Wellman, M. P. (1993) A market oriented programming environ-ment and its application to distributed multicommodity flow problems. Journal of Artificial Intelligence Research, 1, 1–23.
Wiendahl, H.-P. and Scholtissek, P. (1994) Management and control of complexity in manufacturing. Annals of the CIRP, 43(2), 533–540.
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Ka´da´r, B., Monostori, L. & Szelke, E. An object-oriented framework for developing distributed manufacturing architectures. Journal of Intelligent Manufacturing 9, 173–179 (1998). https://doi.org/10.1023/A:1008876114686
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DOI: https://doi.org/10.1023/A:1008876114686