Skip to main content

FMEA Using Fuzzy Evidential Reasoning and GRA Method

  • Chapter
  • First Online:
Book cover FMEA Using Uncertainty Theories and MCDM Methods

Abstract

Two most important issues of FMEA are the acquirement of FMEA team members’ diversity assessments and the determination of risk priorities of the identified failure modes.

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 EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 159.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover 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

References

  • Chang CL, Liu PH, Wei CC (2001) Failure mode and effects analysis using grey theory. Integr Manuf Syst 12(3):211–216

    Article  Google Scholar 

  • Chen CB, Klein CM (1997) A simple approach to ranking a group of aggregated fuzzy utilities. IEEE Trans Syst Man Cybern B Cybern 27(1):26–35

    Article  MathSciNet  Google Scholar 

  • Chen SM, Cheng SH, Chiou CH (2016) Fuzzy multiattribute group decision making based on intuitionistic fuzzy sets and evidential reasoning methodology. Inf Fusion 27:215–227

    Article  Google Scholar 

  • Deng JL (1989) Introduction to gray system theory. J Grey Syst 1(1):1–24

    MATH  Google Scholar 

  • Fu C, Chin KS (2014) Robust evidential reasoning approach with unknown attribute weights. Knowl-Based Syst 59:9–20

    Article  Google Scholar 

  • Guo M, Yang JB, Chin KS, Wang HW, Liu XB (2009) Evidential reasoning approach for multiattribute decision analysis under both fuzzy and interval uncertainty. IEEE Trans Fuzzy Syst 17(3):683–697

    Article  Google Scholar 

  • Liu HC, Liu L, Bian QH, Lin QL, Dong N, Xu PC (2011) Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory. Expert Syst Appl 38(4):4403–4415

    Article  Google Scholar 

  • Liu HC, Liu L, Liu N (2013) Risk evaluation approaches in failure mode and effects analysis: a literature review. Expert Syst Appl 40(2):828–838

    Article  Google Scholar 

  • Liu HC, Li P, You JX, Chen YZ (2015) A novel approach for FMEA: combination of interval 2-tuple linguistic variables and grey relational analysis. Qual Reliab Eng Int 31(5):761–772

    Article  Google Scholar 

  • Shafer G (1976) A mathematical theory of evidence. Princeton University Press, New Jersey

    MATH  Google Scholar 

  • Wang YM, Chin KS, Poon GKK, Yang JB (2009) Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Syst Appl 36(2):1195–1207

    Article  Google Scholar 

  • Yang JB, Singh MG (1994) An evidential reasoning approach for multiple-attribute decision making with uncertainty. IEEE Trans Syst Man Cybern 24(1):1–18

    Article  Google Scholar 

  • Yang JB, Wang YM, Xu DL, Chin KS (2006) The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties. Eur J Oper Res 171(1):309–343

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hu-Chen Liu .

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer Science+Business Media Singapore

About this chapter

Cite this chapter

Liu, HC. (2016). FMEA Using Fuzzy Evidential Reasoning and GRA Method. In: FMEA Using Uncertainty Theories and MCDM Methods. Springer, Singapore. https://doi.org/10.1007/978-981-10-1466-6_5

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-1466-6_5

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-1465-9

  • Online ISBN: 978-981-10-1466-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics