Failure Mode and Effect Analysis Using Cloud Model Theory and PROMETHEE Method
作者:Liu, HC(Liu, Hu-Chen);Li, ZJ(Li, Zhaojun);Song, WY(Song, Wenyan);Su, Q(Su, Qiang)
IEEE TRANSACTIONS ON RELIABILITY
DOI:10.1109/TR.2017.2754642
出版年:DEC 2017
摘要
Failure mode and effect analysis (FMEA) is a wellknown engineering technique to recognize and reduce possible failures for quality and reliability improvement in products and services. It is a group-oriented method usually conducted by a multidisciplinary and cross-functional expert panel. In this paper, we explore two key issues inherent to the FMEA practice: the representation of diversified risk assessments of FMEA team members and the determination of priority ranking of failure modes. Specifically, a framework integrating cloud model, a new cognitive model for coping with fuzziness and randomness, and preference ranking organization method for enrichment evaluation (PROMETHEE) method, a powerful and flexible outranking decision making method, is developed for managing the group behaviors in FMEA. Moreover, FMEA team members' weights are objectively derived taking advantage of the risk assessment information. Finally, we illustrate the new risk priority model with a healthcare risk analysis case, and further validate its effectiveness via sensitivity and comparison discussions.
作者关键词:Cloud model;failure mode and effect analysis (FMEA);group decision making;healthcare risk analysis;Preference ranking organization method for enrichment evaluation (PROMETHEE)
KeyWords Plus:GROUP DECISION-MAKING;FUZZY TOPSIS APPROACH;CRITICALITY ANALYSIS;REASONING APPROACH;RISK;SELECTION;SYSTEM;AHP;PRIORITIZATION;ENVIRONMENT
通讯作者地址:Song, WY (通讯作者)
电子邮件地址:huchenliu@foxmail.com;zhaojunli@uestc.edu.cn;songwenyan@buaa.edu.cn;suq@tongji.edu.cn
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA
研究方向:Computer Science; Engineering
Web of Science 类别:Computer Science, Hardware & Architecture; Computer Science, Software Engineering; Engineering, Electrical & Electronic
