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Implementation and Initial Validation of a Knowledge Acquisition System for Mechanical Assembly

  • N. Madhusudanan
  • Amaresh Chakrabarti
Conference paper

Abstract

This paper describes the implementation and initial validation of a method for semi-automatically acquiring knowledge for an expert system to perform diagnosis in the domain of mechanical assembly. The approach developed in this research is a method of questioning experts for knowledge acquisition, starting with minimal domain knowledge, and no prior domain model. The software implementation of the knowledge acquisition method is a computer based tool titled ExKAV. The paper describes the layout of the software, its implementation details, and interfaces involved. An initial validation using two assembly situations is also presented, and, potential directions for extending this work are discussed.

Notes

Acknowledgments

The authors acknowledge the contribution of various experts from Indian Institute of Science in this research. The Boeing Company has provided financial support under contract PC36016 at SID, IISc; Dr. Al Salour and his colleagues from The Boeing Company, USA have been helpful in providing valuable technical support.

References

  1. 1.
    Whitney DE (2004) Mechanical Assemblies. Oxford University Press, OxfordGoogle Scholar
  2. 2.
    Dewar R, Carpenter I, Ritchie J, Simmons J (1997) Assembly planning in a virtual environment. In: innovation in technology management—the key to global leadership. PICMET’97Google Scholar
  3. 3.
    van Holland W, Bronsvoort W (2000) Assembly features in modeling and planning. Rob Comput Integr Manuf 16:277–294CrossRefGoogle Scholar
  4. 4.
    Choi ACK, Chan DSK, Yuen AMF (2002). Application of virtual assembly, tools for improving product design. Components 377–383Google Scholar
  5. 5.
    Hart A (1986) Knowledge Acquisition for Expert Systems. Kogan Page, London Google Scholar
  6. 6.
    Sasikumar M, Ramani S, Muthu Raman S, Anjaneyaulu K, Chandrarasekhar R (1993) Rule Based Expert Systems. Narosa Publishing, New DelhiGoogle Scholar
  7. 7.
    Br′ule A, Blunt JF (1990) Knowledge acquisition. Computing. McGraw-Hill, NYGoogle Scholar
  8. 8.
    Schreiber G, Akkermans H, Anjewierder A, de Hoog R, Shadbolt N, de Velde WV, Wielinga B (2000) Knowledge engineering and management, the common KADS methodology. MIT Press, CambridgeGoogle Scholar
  9. 9.
    Wielinga BJ, Schreiber AT, Breuker JA (1992). Kads: a modelling approach to knowledge engineering. Knowl Acquis 4:5–53, ISSN 1042-8143Google Scholar
  10. 10.
    Savory S (1988) Some views on the state of the art in AI, Nixdorf computer AG. Ellis Harwood Books, PaderbornGoogle Scholar
  11. 11.
    Pomerol J, Brezillon P (2001) About some relationships between knowledge and context. Context 1:461–464Google Scholar
  12. 12.
    Gabbiadini S, Facoetti G, Colombo G, Rizzi C (2009). Knowledge management and customised 3D modelling to improve prosthesis design. In: Proceedings of the ASME 2009 international design engineering technical conferences and computers and information in engineering conference IDETC/CIE, San Diego (California), USAGoogle Scholar
  13. 13.
    Inkpen A (1998) Learning, knowledge acquisition, and strategic alliances. Eur Manage J 16(2):223–229CrossRefGoogle Scholar
  14. 14.
    Gruber TR (1989) The acquisition of strategic knowledge, perspectives in artificial intelligence, vol 4. Academic, LondonGoogle Scholar
  15. 15.
    Vlaanderen MJ (1990) Automated knowledge acquisition for expert systems. Master’s thesis, Erasmus University, RotterdamGoogle Scholar
  16. 16.
    Greenwell M (1988) Knowledge engineering for expert systems. Ellis Harwood Books, ChichesterGoogle Scholar
  17. 17.
    Madhusudanan N, Amaresh Chakrabarti (2011), An interactive questioning based method to acquire knowledge for knowledge-based systems, International conference on trends in product life cycle, modeling, simulation and synthesis- PLMSS-2011Google Scholar
  18. 18.
    CLIPS Homepage (2011) Homepage : http://clipsrules.sourceforge.net/
  19. 19.

Copyright information

© Springer-Verlag London 2013

Authors and Affiliations

  1. 1.Centre for Product Design and ManufacturingIndian Institute of ScienceBangaloreIndia

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