Skip to main content

Towards the Application of Case Based Reasoning to Decision-Making in Concurrent Product Development (Concurrent Engineering)

  • Conference paper
Applications and Innovations in Intelligent Systems VII

Abstract

This paper describes the development and application of Case Based Reasoning (CBR) to provide decision support for project managers and engineers during the early phases of New Product Development (NPD) in a Concurrent Engineering (CE) environment. The paper discusses the reasons for using CBR, focussing on issues such as case collection, maintenance, terminology, adaptation, and similarity; and how the final system could contribute towards achieving a CE conducive culture. The main issues in using CBR in a CE environment, that is characterised by ill defined and ill structured information during early phases of product development, are textual consistency of terminology, validity of case similarity, and the difficulty in automating case evaluation and adaptation. Additionally the paper concludes that using technology like CBR, which can be costly to develop and implement, requires the company to train considerably their managers and team members to document their experiences and knowledge in a manner with which the system can work with and team members can understand. There needs to a commitment to maintain and improve the knowledge base- a ‘knowledge friendly’ culture hence needs to be instilled for CBR tools to succeed.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. J. Riedel and K. S. Pawar. The Strategic Choice of Simultaneous Versus Sequential Engineering for the Introduction of New Products. International Journal of Technology Management, Special Issue on Manufacturing Strategy, 1991.

    Google Scholar 

  2. L. Trygg. Simultaneous Engineering: A Movement or an Activity of the Few? International Product Development Management Conference on New Approaches to Development and Engineering, Brussels, 18–19 May, 1992.

    Google Scholar 

  3. S. G. Shina. Successful Implementation of Concurrent Engineering Products and Processes. Van Nostrand Reinhold, New York, 1994.

    Google Scholar 

  4. R. W. Hanssen. Reducing Delivery Times in Engineer-To-Order Firms by Using the Concepts of Concurrent Engineering. Proceedings of the 4th International Conference on Concurrent Enterprising (ICE’97), The University of Nottingham, October 8–10, pp. 495–508, 1997.

    Google Scholar 

  5. V. Walsh et al. Winning by Design. Blackwell Publishers, 1992.

    Google Scholar 

  6. F. Weber et al. User Requirements Definition. CODESCO Deliverable D11, ESPRIT Project No. 25455, 1998.

    Google Scholar 

  7. CODESCO Project Programme. ESPRIT Project No. 25455, 22 Sept., 1997.

    Google Scholar 

  8. D. B. Leake. CBR in Context: The Present and Future. In D. Leake’s Case-Based Reasoning— Experiences, Lessons, & Future Directions. AAAI Press/MIT Press, 1996.

    Google Scholar 

  9. S. Benett. Guide to Management and Technology. Web: http://www10.geocities/SiliconVallev/Pines/1814essav501.htm , 1996.

  10. J. Kolodner. Case-Based Reasoning. Morgan Kaufmann Publishers, San Mateo, CA, 1993.

    Google Scholar 

  11. W. Mark, E. Simoudis, and D. Hinkle. Case-Based Reasoning: Expectations and Results. In D. Leake’s Case-Based Reasoning — Experiences, Lessons, & Future Directions. AAAI Press/MIT Press. 1996.

    Google Scholar 

  12. J. L. Kolodner. Improving Human Decision-Making through Case-Based Decision Aiding. AI Magazine 12(2), pp. 52–68, 1991.

    Google Scholar 

  13. R. Barletta. A Hybrid Indexing and Retrieval strategy for Advisory CBR Systems Built with REMIND. In proceedings of the Second European Workshop on Case-Based Reasoning (EWCBR), pp. 49–58, Chantilly, France, 1994.

    Google Scholar 

  14. H. Kitano and H. Shimazu. The Experience Sharing Architecture: A Case study in corporate-Wide Case-Based Software Quality Control. In D. Leake’s Case-Based Reasoning — Experiences, Lessons, & Future Directions. AAAI Press/MIT Press, 1996.

    Google Scholar 

  15. Macdonald R. Transforming heuristics into cases: an evolutionary approach to the construction of multi-criteria decision support systems. Published on the web page of the Multi-media Communications Group, Department of Psychology, University of Glasgow, Glasgow, Scotland, 1998. (http://www.mcg.gla.ac.uk/staff/rorv/wec2.html)

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2000 Springer-Verlag London

About this paper

Cite this paper

Haque, B.U., Belecheanu, R.A., Barson, R.J., Pawar, K.S. (2000). Towards the Application of Case Based Reasoning to Decision-Making in Concurrent Product Development (Concurrent Engineering). In: Ellis, R., Moulton, M., Coenen, F. (eds) Applications and Innovations in Intelligent Systems VII. Springer, London. https://doi.org/10.1007/978-1-4471-0465-0_6

Download citation

  • DOI: https://doi.org/10.1007/978-1-4471-0465-0_6

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-85233-230-3

  • Online ISBN: 978-1-4471-0465-0

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics