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A knowledge operation model of synthesis

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Engineering Design Synthesis

Abstract

This chapter describes an attempt to formalise and model synthesis theoretically. It aims at establishing unified understanding of synthesis, beginning with an analysis-oriented thought process model and a synthesis-oriented thought-process model. These models are given logical interpretations to be performed on a multiple model-based reasoning framework. We then analyse design activities and show that design, including synthesis and analysis, is largely a knowledge-based activity. This results in a knowledge operation model that is decomposed into logical operations and modelling operations. The core of synthesis is considered to be abduction, and, within our framework, abduction is realised as model-based abduction. We outline an algorithm for model-based abduction. The knowledge operation model of synthesis was tested against an actual design case from which a reference model was built. The knowledge operation model was also implemented on the multiple model-based reasoning framework and the reference model was performed on it to perform the verification of the knowledge operation model.

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References

  1. Yoshikawa H. General design theory and a CAD system. In: Sata T, Warman EA, editors. Man-machine communication in CAD/CAM. Amsterdam: North-Holland, 1981; 35–58.

    Google Scholar 

  2. Takeda H, Hamada S, Tomiyama T, Yoshikawa H. A cognitive approach to the analysis of design processes. In: Rinderle JR, editor. Design theory and methodology — DTM’90, DE-vol. 27. New York (USA): ASME, 1990; 153–60.

    Google Scholar 

  3. Takeda H, Veerkamp P, Tomiyama T, Yoshikawa H. Modeling design processes. AI Mag 1990;11(4):37–48.

    Google Scholar 

  4. VDI-Gesellschaft. VDI-2222 Konstruktion und Entwicklung. Düsseldorf: VDI-Verlag, 1977.

    Google Scholar 

  5. Hubka V. Theorie der Maschinensysteme. Berlin, Springer, 1973.

    Book  Google Scholar 

  6. Cross N, Christiaans H, Dorst K, editors. Analyzing design activity. Chichester (UK): Wiley, 1996.

    Google Scholar 

  7. Ullman DG, Dietterich TG, Stauffer LA. A model of the mechanical design process based on empirical data: a summary. In: Gero JS, editor. Artificial intelligence in engineering design. Amsterdam: North-Holland, 1988; 193–215.

    Google Scholar 

  8. March L. The logic of design. In: Cross N, editor. Developments in design methodology. Chichester (UK): Wiley, 1984; 265–76.

    Google Scholar 

  9. Coyne RD, Rosenman MA, Radford AD, Gero JS. Innovation and creativity in knowledge-based CAD. In: Gero JS, editor. Expert systems in computer aided design. Amsterdam: North-Holland, 1987; 435–65.

    Google Scholar 

  10. Hartshorne C, Weiss P, editors. The collected papers of Charles Sanders Peirce, vols I-VI. Cambridge (MA): Harvard University Press, 1931–1935.

    Google Scholar 

  11. Burks A, editor. The collected papers of Charles Sanders Peirce, vols VII–VIII. Cambridge (MA): Harvard University Press, 1958.

    Google Scholar 

  12. Blessing LTM. Comparison of design models proposed in prescriptive literature. In: Perrin J, Vinck D, editors. The role of design in the shaping of technology, COST A3/COST A4 International Research Workshop, Social Sciences Series, vol. 5. European Committee, 1996; 187–212.

    Google Scholar 

  13. Grabowski H, Rude S, Grein G, editors. Universal design theory. Aachen (Germany): Shaker, 1998.

    Google Scholar 

  14. Tomiyama T. From general design theory to knowledge-intensive engineering. Artif Intell Eng Des Anal Manuf 1994;8(4)319–33.

    Article  MathSciNet  Google Scholar 

  15. Yoshioka M, Tomiyama T. Toward a reasoning framework of design as synthesis. In: Proceedings of the 1999 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC99/DTM-8743. New York (USA): ASME, 1999 [CD-ROM].

    Google Scholar 

  16. Roozenburg NFM, Eekels J. Product design: fundamentals and methods. Chichester: Wiley, 1995.

    Google Scholar 

  17. Valdes-Perez RE. Computer science research on scientific discovery. Knowledge Eng Rev 1996; 11(1):57–66.

    Article  Google Scholar 

  18. Tomiyama T, Kiriyama T, Takeda H, Xue D, Yoshikawa H. Metamodel: a key to intelligent CAD systems. Res Eng Des 1990;1(1):19–34.

    Article  Google Scholar 

  19. Yoshioka M, Tomiyama T. Pluggable metamodel mechanism: a framework of an integrated design object modelling environment. In: Bradshaw A, Counsell J, editors. Computer Aided Conceptual Design’97, Proceedings of the 1997 Lancaster International Workshop on Engineering Design CACD’97, Lancaster University, Lancaster, UK; 57–69.

    Google Scholar 

  20. Chakrabarti A, Blessing L. Representing functionality in design [special issue]. Artif Intell Eng Des Anal Manuf 1996;10(4):251–3.

    Article  Google Scholar 

  21. Umeda Y, Tomiyama T. Functional reasoning in design. IEEE Expert Intell Syst Appl 1997;12(2):42–8.

    Google Scholar 

  22. Umeda Y, Tomiyama T, Yoshikawa H. Function, behaviour, and structure. In: Gero JS, editor. Applications of artificial intelligence in engineering V, vol. 1: design. Southampton Boston/Berlin: Computational Mechanics Publications/Springer, 1990; 177–93.

    Google Scholar 

  23. Umeda Y, Ishii M, Yoshioka M, Shimomura Y, Tomiyama T. Supporting conceptual design based on the function-behavior-state modeler. Artif Intell Eng Des Anal Manuf 1996;10(4):275–88.

    Article  Google Scholar 

  24. Yoshioka M, Tomiyama T. Model-based abduction for synthesis. In: Proceedings of the 2000 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, September 10–13, 2000, Baltimore, MD, USA, DETC2000/DTM-14553. New York (USA): ASME, 2000 [CD-ROM, 9 pp.].

    Google Scholar 

  25. Sekiya T, Tsumaya A, Tomiyama T. Classification of knowledge for generating engineering models — a case study of model generation in finite element analysis. In: Finger S, Tomiyama T, Mäntylä M, editors. Knowledge intensive computer aided systems. Dordrecht: Kluwer, 1999; 73–90.

    Google Scholar 

  26. Tomiyama T. A design process model that unifies general design theory and empirical findings. In: Ward AC, editor. Proceedings of the 1995 Design Engineering Technical Conferences, DE-vol. 83. New York (USA): ASME, 1995; 329–40.

    Google Scholar 

  27. Bylander T, Allemang D, Tanner MC, Josephson JR. The computational complexity of abduction. Artif Intell 1991;49:25–60.

    Article  MathSciNet  MATH  Google Scholar 

  28. Yoshikawa H, Arai E, Goto T. Design theory by experiment — experiment method for general design theory. J Jpn Soc Precis Mach Eng 1981;47(7):46–51 [in Japanese].

    Google Scholar 

  29. Yoshioka M. Theory of design knowledge operation. Ph.D. thesis, University of Tokyo, 1996 [in Japanese].

    Google Scholar 

  30. McCarthy J. Circumscription — a form of non-monotonic reasoning. Artif Intell 1980;13:27–39.

    Article  MATH  Google Scholar 

  31. Xie T, Murakami T, Nakajima N. Micro photoforming fabrication using a liquid hollow shaped by pressure difference and surface tension. Int J Jpn Soc Precis Eng 1999;33(3):253–8.

    Google Scholar 

  32. Valkenburg RC, Dorst K. The reflective practice of design teams. Des Stud 1998;19(3):249–71.

    Article  Google Scholar 

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© 2002 Springer-Verlag London

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Tomiyama, T., Yoshioka, M., Tsumaya, A. (2002). A knowledge operation model of synthesis. In: Chakrabarti, A. (eds) Engineering Design Synthesis. Springer, London. https://doi.org/10.1007/978-1-4471-3717-7_5

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  • DOI: https://doi.org/10.1007/978-1-4471-3717-7_5

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-84996-876-8

  • Online ISBN: 978-1-4471-3717-7

  • eBook Packages: Springer Book Archive

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