Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique

失效模式及影响分析 计算机科学 优先次序 聚类分析 可靠性工程 关系(数据库) 领域(数学) 风险分析(工程) 运筹学 数据挖掘 管理科学 工程类 机器学习 数学 医学 纯数学
作者
Seyed Mohammad Seyedhosseini,Nima Safaei,M J Asgharpour
出处
期刊:Reliability Engineering & System Safety [Elsevier BV]
卷期号:91 (8): 872-881 被引量:401
标识
DOI:10.1016/j.ress.2005.09.005
摘要

In this paper an effective methodology related to decision making field has been developed for reprioritization of failure modes in a system Failure Mode and Effects Analysis (FMEA) for corrective actions. The proposed methodology can cover some of inherently shortcomings of conventional Risk Priority Number (RPN) method and like. The current prioritization methods have two main deficiencies as: they have not considered indirect relations between components and are deficient for systems with many subsystems or components. The proposed method called Decision Making Trial and Evaluation Laboratory (DEMATEL) is an effective approach for analyzing relation between components of a system in respect to its type (direct/indirect) and severity. The main advantages of DEMATEL are involving indirect relations in analyze, allocating as possible as unique ranks to alternatives and clustering alternatives in large systems. The demonstrated results have shown that DEMATEL method can be an efficient, complementary and confident approach for reprioritization of failure modes in a FMEA. For verification of proposed methodology, two illustrative practical examples are solved and obtained outcomes are reported.
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