Failure Mode and Effects Analysis based on Z-numbers

被引：30
|
作者：
Jiang, Wen [1 ]
Xie, Chunhe [1 ]
Wei, Boya [1 ]
Tang, Yongchuan [1 ]
机构：
[1] Northwestern Polytech Univ, Sch Elect & Informat, Xian, Shaanxi, Peoples R China
来源：
INTELLIGENT AUTOMATION AND SOFT COMPUTING | 2018年 / 24卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Z-numbers; Failure mode and effects analysis; ZRPN; Z-valuation; Fuzzy weighted mean method; Risk assessment; ATTRIBUTE DECISION-MAKING; LINGUISTIC INFORMATION; RISK-EVALUATION; FUZZY;
D O I：
10.1080/10798587.2017.1327158
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The main objective of this paper is to propose a new method for failure mode and effects analysis (FMEA) based on Z-numbers. In the proposed method, firstly, Z-numbers are used to perform the valuations (Z-valuation) of the risk factors like occurrence (O), severity (5) and detection (D). Secondly, the Z-valuations of the risk factors are integrated by fuzzy weighted mean method. A new risk priority number named as ZRPN is calculated to prioritize failure modes based on a modified method of ranking fuzzy numbers. Finally, a case study for the rotor blades of an aircraft turbine is performed to demonstrate the feasibility of the proposed method.
引用
收藏
页码：165 / 172
页数：8
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