Abstract
We discuss principles of computational architectures for knowledge-based computer-integrated engineering and manufacturing, and propose one that is currently developed for semiconductor manufacturing at Intel. The architecture extends existing substrates of conventional CIEM capabilities by arranging it in a framework of interacting agents that evolves from a computational model of manufacturing.
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References
Chandrasekaran, B. Towards a functional architecture for intelligence based on generic information processing tasks. Proc. 10th IJCAI 1987, Milan (Italy), pp. 1183–1192, 1987.
Chandrasekaran, B. Generic tasks in knowledge-based reasoning: High level building blocks for expert system design. IEEE Expert 1 (3): 23–30, 1986.
D’Ambrosio, B. Efficient incremental updating of probabilistic models. AAAI1989 Workshop on Uncertainty and AI, Detroit.
D’Ambrosio, B. A hybrid approach to management of uncertainty. Int. J. of Approximate Reasoning, 1988.
De Kleer, J. and J. S. Brown. A qualitative physics based on confluences, in Formal Theories of the Commonsense World (eds. J. R. Hobbs, R. C. Moore ), Ablex Publ. Co., 1986. pp. 109–184.
Dodhiawala, R., C. Pickering, P. Raulefs, N. S. Sridharan. Real-Time AI Systems: A Definition and an Architecture. Proc. 11th International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, Michigan, 1989 (in press).
Forbus, K. Qualitative Process Theory, in Mental Models, eds. D. Gentner, A. Stevens, Erlbaum, 1985.
Fox, M. S. An organizational view of distributed systems. IEEE Trans, on Systems, Man and Cybernectics vol. 11, pp. 70–80, 1981.
Hayes-Roth, F., L. D. Erman, S. Fouse, J. S. Lark, and J. Davidson. ABE: A cooperative operating system and development environment, in AI Tools and Techniques, ed. Mark Richer. Ablex Publ. Corp., 1988.
Horvitz, E. J. and D. Heckermann. The inconsistent use of measures of certainty in artificial intelligence research. In Uncertainty in artififical intelligence, ed. L. Kanal and J. F. Lemmer, 137–151. North-Holland, Amsterdam, 1986.
Pan, J. Y.-C, J. M. Tenenbaum, and J. Glicksman. A framework for knowledge-based computer-integrated manufacturing. IEEE Trans, on Semiconductor Manufacturing, 2 (2): 33–46, 1989.
Pearl, J. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann Publ. Co., 1988.
Raulefs, P. A Representation Framework for Continuous Dynamic Systems. Proc. 10th International Joint Conference on Artificial Intelligence (IJCAI-87), Milan (Italy), 1987.
Raulefs, P. System Architectures for Heuristic Process Management. Proc. 7th American Control Engineering Conf., Chicago, Illinois, June 1988.
Raulefs, P. A Blackboard Architecture for Real-Time Control of Dynamic Systems. Chapter 9 of: Blackboard Architectures and Applications, edited by V. Jagannathan, R. Dodhiawala, and L. S. Baum, Academic Press, Inc. (in press).
Raulefs, P. Communicating Influence Networks: Integrating Multiple Perspectives to Diagnose Manufacturing Problems, in Workshop Notes, AAAI Spring Symposium on AI in Manufacturing, Stanford, April 1989; extended and revised version subwithted for publication.
Raulefs, P., B. UAmbrosio, M. R. Fehling, S. Forrest, and B. M. Wilber. Real-time process management for materials composition. Proc. 3rd Conf. on Artificial Intelligence Applications, Kissimmee (Fla.), pp. 120–125, 1987. (expanded version published in IEEE Expert, Summer 1987 ).
Simon, H. A. Models of Man. Wiley Publ. Co., New York, 1957.
Simmons, R. and J. Mohammed. Causal modeling of semiconductor fabrication. MIT/SPAR (Schlumberger Palo Alto Res. Lab.) Tech. Rept., May 1987.
Taylor, C. F. The Internal Combustion Engine in Theory and Practice, vol. 1. MIT Press, 1989.
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Raulefs, P. (1989). Computational Architectures for Computer-Integrated Engineering and Manufacturing: An Artificial Intelligence Perspective. In: Metzing, D. (eds) GWAI-89 13th German Workshop on Artificial Intelligence. Informatik-Fachberichte, vol 216. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-75100-4_51
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DOI: https://doi.org/10.1007/978-3-642-75100-4_51
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