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A systematic approach for diagnosing service failure: Service-specific FMEA and grey relational analysis approach

Cited 72 time in Web of Science Cited 88 time in Scopus
Authors
Geum, Youngjung; Cho, Yangrae; Park, Yongtae
Issue Date
2011-12-01
Publisher
PERGAMON-ELSEVIER SCIENCE LTD
Citation
MATHEMATICAL AND COMPUTER MODELLING; Vol.54 11-12; 3126-3142
Keywords
Service failureGrey relational analysisGrey theoryService engineeringFMEAFailure mode and effect analysis
Abstract
In any organization, the importance of failure management cannot be mentioned by a single word. However, most failure analysis is dominated by the manufacturing sector, despite the increasing importance of the service sector. In response, this paper proposes a systematic approach for identifying and evaluating potential failures using a service-specific failure mode and effect analysis (service-specific FMEA) and grey relational analysis. The proposed approach consists of two stages: construction of service-specific FMEA and application of grey relational analysis. The first stage, construction of service-specific FMEA, aims at incorporating the service specific characteristics to the traditional FMEA, providing 3 dimensions and 19 sub-dimensions, encompassing the service characteristics. At the second stage, grey relational analysis is applied to calculate the risk priority of each failure mode to deal with the necessities of a flexible evaluation framework under these interrelated multi-dimensions. The proposed approach is expected to help the service managers to manage the service failure within the systematic framework. This paper contributes to the field in that it incorporates the service-specific characteristics to the traditional FMEA, as well as providing the appropriate evaluation framework using grey relational analysis. (C) 2011 Elsevier Ltd. All rights reserved.
ISSN
0895-7177
Language
English
URI
https://hdl.handle.net/10371/74939
DOI
https://doi.org/10.1016/j.mcm.2011.07.042
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College of Engineering/Engineering Practice School (공과대학/대학원)Dept. of Industrial Engineering (산업공학과)Journal Papers (저널논문_산업공학과)
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