Production | |
A weight restricted DEA model for FMEA risk prioritization | |
Pauli Adriano De Almada Garcia2  Ilton Curty Leal Junior1  Murilo Alvarenga Oliveira1  | |
[1] ,PUVR,Brazil | |
关键词: FMEA; Risk priority number; DEA; Weight restriction; | |
DOI : 10.1590/S0103-65132012005000092 | |
来源: SciELO | |
【 摘 要 】
In this paper we present a linear programming (LP) approach to risk prioritization in failure mode and effects analysis (FMEA). The LP is a data envelopment analysis (DEA)-based model considering weight restriction. In a FMEA, we commonly consider three criteria to prioritize the failure modes, occurrence, severity and detectability. These criteria are in an ordinal scale commonly varying from 1 to 10, higher the figure worse the result. Considering the values established for each criteria, in traditional FMEA one adopts a Risk Priority Number, calculated considering the product of criteria, which has been very criticized due to its shortcoming. Through the proposed approach a frontier is established considering the less critical failure modes. Considering this frontier, one can establish how much each failure mode must be improved to become relatively acceptable. A simplified case concerning an AFWS of a two loops PWR power plant is presented to shows the applicability of the proposed approach.
【 授权许可】
CC BY
All the contents of this journal, except where otherwise noted, is licensed under a Creative Commons Attribution License
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