Skip to main content

Fuzzy Analytical Hierarchy Process in Maintenance Problem

  • Conference paper
  • 2677 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5027))

Abstract

This paper proposes the use of Multi-Criteria Analysis for management maintenance processes where only linguistic information was available because this was the type of data provided by the company. We are interested on the problems related to pieces with diverse degrees of dirt. In this direction, we propose and evaluate a maintenance decision problem in an engine factory that is specialized in production, sale and maintenance of four stroke engines; medium and slow speed. In our case, Multiple Criteria Decision-Making refers to making optimal decisions over a finite number of available alternatives and criteria.

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

Buying options

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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Al Harbi, K.M.A.: Application of the AHP in project management. International Journal of Project Management 19(1), 19–27 (2001)

    Article  Google Scholar 

  2. Bellman, R., Zadeh, L.A.: Decision making in a fuzzy environment. Management Science 17, 141–164 (1970)

    Article  MathSciNet  Google Scholar 

  3. Chan, F.T.S., Chan, M.H., Tang, N.K.H.: Evaluation methodologies for technology selection. Journal of Materials Processing Technology 107, 330–337 (2000a)

    Article  Google Scholar 

  4. Chen, S.M.: Evaluating weapon systems using fuzzy arithmetic operations. Fuzzy Sets and Systems 77, 265–276 (1996)

    Article  Google Scholar 

  5. Cheng, C.-H., Yang, K.-L., Hwang, C.-L.: Evaluating attack helicopters by AHP based on linguistic variable weight. European Journal of Operation al Research 116(2), 423–435 (1999)

    Article  MATH  Google Scholar 

  6. Deng, H.: Multicriteria analysis with fuzzy pairwise comparison. International Journal of Approximate Reasoning 21(3), 215–231 (1999)

    Article  Google Scholar 

  7. García-Cascales, M.S., Lamata, M.T.: A modification of the index of Liou and Wang for ranking fuzzy number. International Journal of Uncertainty Fuzzyness and Knowledge-based Systems 15(4), 411–424 (2007)

    Article  Google Scholar 

  8. García-Cascales, M.S., Lamata, M.T.: Solving a decisión problem with linguistic information. Pattern Recognition Letters (28), 2284–2294 (2007)

    Article  Google Scholar 

  9. Hauser, D., Tadikamalla, P.: The analytic hierarchy process in an uncertain environment: a simulation approach. European Journal of Operational Research 91(1), 27–37 (1996)

    Article  MATH  Google Scholar 

  10. Kablan, M.M.: Decision support for energy conservation promotion: an analytic hierarchy process approach. Energy Policy 32(10), 1151–1158 (2004)

    Article  Google Scholar 

  11. Labib, A.W., O’Connor, R.F., Williams, G.B.: Effective maintenance system using the analytic hierarchy process. Integrated Manufacturing Systems 9(2), 87–98 (1998)

    Article  Google Scholar 

  12. Lee, W.B., Lau, H., Liu, Z.Z., Tam, S.: A fuzzy analytic hierarchy process approach in modular product design. Expert Systems 18(1), 887–896 (2001)

    Article  Google Scholar 

  13. Lipovetsky, S., Conklin, W.M.: Decision Aiding. Robust estimation of priorities in the AHP. European Journal of Operational Research 137, 110–122 (2002)

    Article  MATH  Google Scholar 

  14. Lootsma, F.: Multi-Criteria Decision Analysis via Ratio and Difference Judgement. Kluwer Academic Publishers, Dordrecht (1999)

    MATH  Google Scholar 

  15. Luce, R.D., Raiffa, H.: Games and Decisions: Introduction and Critical Survey. John Wiley and Sons, New York (1967)

    Google Scholar 

  16. Saaty, T.L.: The Analytic Hierarchy Process. Mcgraw Hill, New York (1980)

    MATH  Google Scholar 

  17. Saaty, T.L.: Group Decision Making and the AHP. Springer, New York (1989)

    Google Scholar 

  18. Triantaphyllou, E.: Multi-Criteria decision making methods: A comparative study. Kluwer Academic, The Netherlands (2000)

    MATH  Google Scholar 

  19. Triantaphyllou, E., Mann, S.H.: Using the Analytic Hierarchy process for decision making in engineering applications: some challenges. International Journal of Industrial Engineering: Applications and Practice 2(1), 35–44 (1995)

    Google Scholar 

  20. Zadeh, L.A.: Fuzzy Sets. Information and Control 8, 338–353 (1965)

    Article  MathSciNet  MATH  Google Scholar 

  21. Zhu, K.-J., Jing, Y., Chang, D.-Y.: A discussion of extent analysis method and applications of fuzzy AHP. European Journal of Operational Research 116, 450–456 (1999)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ngoc Thanh Nguyen Leszek Borzemski Adam Grzech Moonis Ali

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

García-Cascales, M.S., Lamata, M.T. (2008). Fuzzy Analytical Hierarchy Process in Maintenance Problem. In: Nguyen, N.T., Borzemski, L., Grzech, A., Ali, M. (eds) New Frontiers in Applied Artificial Intelligence. IEA/AIE 2008. Lecture Notes in Computer Science(), vol 5027. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69052-8_85

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-69052-8_85

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-69045-0

  • Online ISBN: 978-3-540-69052-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics