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2016 | OriginalPaper | Buchkapitel

11. FMEA Using Fuzzy MULTIMOORA Method

verfasst von : Hu-Chen Liu

Erschienen in: FMEA Using Uncertainty Theories and MCDM Methods

Verlag: Springer Singapore

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Abstract

The MULTIMOORA method (Brauers and Zavadskas 2010) is a recently introduced MCDM method based on the multi-objective optimization by ratio analysis (MOORA) (Brauers and Zavadskas 2006). Due to its characteristics and capabilities, the use of MULTIMOORA method has been increasing in the literature. In Liu et al. (2014), the authors proposed a new risk priority model by applying fuzzy set theory and MULTIMOORA method for failure modes assessment and ranking in FMEA. The risk factors and their relative weights are treated as fuzzy variables and evaluated by using fuzzy linguistic terms and fuzzy ratings. An extended MULTIMOORA method is used to determine the risk ranking of the failure modes that have been identified. The new risk priority model can be a useful tool for determining the ranking orders of the identified failure modes in FMEA and taking preventive actions for safety and reliability improvement.

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Literatur
Zurück zum Zitat Brauers WKM, Zavadskas EK (2006) The MOORA method and its application to privatization in a transition economy. Control Cybernet 35(2):445–469MathSciNetMATH Brauers WKM, Zavadskas EK (2006) The MOORA method and its application to privatization in a transition economy. Control Cybernet 35(2):445–469MathSciNetMATH
Zurück zum Zitat Brauers WKM, Zavadskas EK (2010) Project management by MULTIMOORA as an instrument for transition economies. Technol Econ Dev Econ 16(1):5–24CrossRef Brauers WKM, Zavadskas EK (2010) Project management by MULTIMOORA as an instrument for transition economies. Technol Econ Dev Econ 16(1):5–24CrossRef
Zurück zum Zitat Brauers WKM, Zavadskas EK (2011) MULTIMOORA optimization used to decide on a bank loan to buy property. Technol Econ Dev Econ 17(1):174CrossRef Brauers WKM, Zavadskas EK (2011) MULTIMOORA optimization used to decide on a bank loan to buy property. Technol Econ Dev Econ 17(1):174CrossRef
Zurück zum Zitat Brauers WKM, Zavadskas EK (2012) Robustness of MULTIMOORA: a method for multi-objective optimization. Informatica 23(1):1–25MathSciNetMATH Brauers WKM, Zavadskas EK (2012) Robustness of MULTIMOORA: a method for multi-objective optimization. Informatica 23(1):1–25MathSciNetMATH
Zurück zum Zitat Chang DS, Chung JH, Sun KLP, Yang FC (2012) A novel approach for evaluating the risk of health care failure modes. J Med Syst 36(6):3967–3974CrossRef Chang DS, Chung JH, Sun KLP, Yang FC (2012) A novel approach for evaluating the risk of health care failure modes. J Med Syst 36(6):3967–3974CrossRef
Zurück zum Zitat Liu HC, Fan XJ, Li P, Chen YZ (2014) Evaluating the risk of failure modes with extended MULTIMOORA method under fuzzy environment. Eng Appl Artif Intell 34:168–177CrossRef Liu HC, Fan XJ, Li P, Chen YZ (2014) Evaluating the risk of failure modes with extended MULTIMOORA method under fuzzy environment. Eng Appl Artif Intell 34:168–177CrossRef
Zurück zum Zitat Wan SP, Li DF (2013) Fuzzy LINMAP approach to heterogeneous MADM considering comparisons of alternatives with hesitation degrees. Omega 41(6):925–940CrossRef Wan SP, Li DF (2013) Fuzzy LINMAP approach to heterogeneous MADM considering comparisons of alternatives with hesitation degrees. Omega 41(6):925–940CrossRef
Metadaten
Titel
FMEA Using Fuzzy MULTIMOORA Method
verfasst von
Hu-Chen Liu
Copyright-Jahr
2016
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-1466-6_11