Skip to main content

REPRO: Supporting flowsheet design by case-base retrieval

  • Conference paper
  • First Online:
Advances in Case-Based Reasoning (EWCBR 1996)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1168))

Included in the following conference series:

Abstract

Case-Based Reasoning (CBR) paradigm is very close to the designer behavior during the conceptual design, and seems to be a fruitable computer aided-design approach if a library of design cases is available. The goal of this paper is to presents the general framework of a case-based retrieval system: REPRO, that supports chemical process design. The crucial problems like the case representation and structural similarity measure are widely described. The presented experimental results and the expert evaluation shows usefulness of the described system in real world problems. The papers ends with discussion concerning research problems and future work.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Bisson G. (1995). Why and How to Define a Similarity Measure for Object Based Representation Systems. In Towards Very Large Knowledge Bases, pp. 236–246, IOS Press, Amsterdam.

    Google Scholar 

  • Douglas J. (1988). Conceptual Design of Chemical Processes. McGraw-Hill.

    Google Scholar 

  • Gentner (1983). Structure-Mapping: A Theoretical Framework for Analogy. Cognitive Science, vol. 7, pp. 155–170.

    Google Scholar 

  • Falkenhainer B., Forbus K., Gentner D. (1989). The Structure-Mapping Engine: Algorithms and Examples. Artificial Intelligence, vol. 41, no.1, pp. 1–64.

    Google Scholar 

  • Fraga E. (1994) The Implementation of a Portable Object-Oriented Distributed Process Engineering Environment. Technical Report 1994-17. Department of Chemical Engineering, Edinburgh University.

    Google Scholar 

  • Holyoak K., Thagard P. (1989). Analogical Mapping by Constraint Satisfaction. Cognitive Science, vol. 13, pp. 293–355.

    Google Scholar 

  • Maher M. et al. (1995). Case-Based Reasoning in Design. Lawrence Erlbaum.

    Google Scholar 

  • Maher P. (1993). A Similarity Measure for Conceptual Graphs. International Journal of Intelligent Systems, vol. 8, pp. 819–837.

    Google Scholar 

  • Motard R. (1989). Integrated Computer-Aided Process Engineering. Computers & Chemical Engineering 13(11–12), 1199–1206.

    Google Scholar 

  • Myaeng S., Lopez-Lopez A. (1992). Conceptual graph matching: a flexible algorithm and experiments. J.Expt, Theor. Artif. Intell., vol. 4, pp. 107–126.

    Google Scholar 

  • Pu P. (1993). Introduction: Issues in Case-Based Design Systems. AI EDAM, 7(2), 79–85.

    Google Scholar 

  • Rumbaugh J. et al. (1991). Object-Oriented Modeling and Design. Prentice-Hall.

    Google Scholar 

  • Stephanopoulos G. (1987). Design-Kit: An Object-Oriented Environment For Process Engineering. Computers & Chemical Engineering 11(6), 655–674.

    Google Scholar 

  • Surma J., Braunschweig B (1995). Reutilisation d'Etudes de Procedes. Proceed. of the XVII Conf. Int. des Industries de Procedes: INTERCHIME '95, Paris.

    Google Scholar 

  • Surma J., Braunschweig B. (1996). Case-Based Retrieval in Process Engineering: Supporting Design by Reusing Flowsheets. Enginnering Applications of Artificial Intelligence, Special Issue: AI in Design Applications 9(4).

    Google Scholar 

  • Surma J. (1996). REPRO ver.1.3. User Manual and Implementation. IFP Rapport — Juillet 1996.

    Google Scholar 

  • Voss A. et al. (1994a). Similarity concepts and retrieval methods. FABEL Report No.13, Gesellschaft fur Mathematik und Datenverarbeitung mbH, Sankt Augustin.

    Google Scholar 

  • Voss A. et al. (1994b). Retrieval of Similar Layouts-about a very hybrid approach in FABEL. Artificial Intelligence in Design '94, Gero J. and Sudweeks F. (eds.), Kluwer Academic Publ. 625–640.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ian Smith Boi Faltings

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Surma, J., Braunschweig, B. (1996). REPRO: Supporting flowsheet design by case-base retrieval. In: Smith, I., Faltings, B. (eds) Advances in Case-Based Reasoning. EWCBR 1996. Lecture Notes in Computer Science, vol 1168. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0020626

Download citation

  • DOI: https://doi.org/10.1007/BFb0020626

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61955-0

  • Online ISBN: 978-3-540-49568-0

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics