Abstract
This paper presents a CBR application in the domain of industrial supervision. The domain knowledge is acquired at design stage through different models and some critical prototypical situations. At operating stage, new situations and their associated supervision strategy complete the supervision system and are reused by adaptation in later situations in similar contexts. The system can be viewed as an artificial operator who collects experiences from the operators in order to propose relevant variants in similar situations. First, we present current approaches in process supervision. Then, knowledge and cases representation that support case-based reasoning and the different stages of the reasoning process are presented. We focus on case adaptation, and show different degrees of case reuse, depending on available knowledge.
Preview
Unable to display preview. Download preview PDF.
References
Chiron, B. (1995). Aide à la conception dans le domaine de la supervision et le raisonnement à partir de cas. In Bichindaritz, I., editor, 4eme Seminaire raisonnement à partir de cas, Université René Descartes, Paris V.
Fuchs, B. (1995). Aide à la décision opérateur par adaptation de stratégies de supervision industrielle. In Bichindaritz, I., editor, 4eme Seminaire raisonnement à partir de cas, Université René Descartes, Paris V.
Kolodner, J. (1993). Case-Based Reasoning. Morgan Kaufmann.
Leake, D. B. (1993). Learning adaptation strategies by introspective reasoning about memory search. In Press, A., editor, Proceedings of the AAAI Workshop on Case based reasoning, pages 57–63, MenloPark, CA.
Marca, D. and Mc Gowan, C. (1988). SADT: Structured Analysis and Design Technique. Mac Graw Hill.
Mille, A. (1994). Situations de supervision: similarite entre situations. Rapport interne.
Mille, A., Chartres, J.-M., Niel, E., Fuchs, B., and Chiron, B. (1995). Intelligent workstation for immediate decision helping in process supervision. In Glavič, P. and Kravanja, Z., editors, European Symposium on Computer Aided Process Engineering — 5, Bled, Slovenia. Pergamon Press.
Millot, P. (1988). Supervision des procédés automatisés et ergonomie. Hermès.
Riesbeck, C. K. and Schank, R. C. (1989). Inside case-based reasoning. Lawrence Erlbaum Associates.
SFERCA (1993). Image, le manuel opérateur. Technical report, SFERCA S.A., 23, rue du Creuzat, 38 L'Isle d'Abeau.
Slade, S. (1991). Case-based reasoning: A research paradigm. AI magazine, 12(1):42–55.
Smyth, B. and Cunningham, P. (1993). Complexity of adaptation in real-world case-based reasoning systems. In Proceedings of the sixth Irish conference on Artificial Intelligence and cognitive systems, pages 228–240.
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1995 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fuchs, B., Mille, A., Chiron, B. (1995). Operator decision aiding by adaptation of supervision strategies. In: Veloso, M., Aamodt, A. (eds) Case-Based Reasoning Research and Development. ICCBR 1995. Lecture Notes in Computer Science, vol 1010. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60598-3_3
Download citation
DOI: https://doi.org/10.1007/3-540-60598-3_3
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-60598-0
Online ISBN: 978-3-540-48446-2
eBook Packages: Springer Book Archive