Fuzzy weighted averages and implementation of the extension principle
Fuzzy Sets and Systems
Parallel and multistage fuzzy inference based on families of &agr;-level sets
Information Sciences—Informatics and Computer Science: An International Journal - Special issue using fuzzy algebraic structures in intelligent systems
Fuzzy weighted average: The linear programming approach via charnes and cooper's rule
Fuzzy Sets and Systems
Fractional programming approach to fuzzy weighted average
Fuzzy Sets and Systems
Fuzzy Sets and Systems: Theory and Applications
Fuzzy Sets and Systems: Theory and Applications
Fuzzy inference to risk assessment on nuclear engineering systems
Applied Soft Computing
Network forensics based on fuzzy logic and expert system
Computer Communications
Failure mode and effects analysis by data envelopment analysis
Decision Support Systems
Risk evaluation of boiler tube using FMEA
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Risk prioritization in failure mode and effects analysis under uncertainty
Expert Systems with Applications: An International Journal
Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
An improved fuzzy risk analysis based on a new similarity measures of generalized fuzzy numbers
Expert Systems with Applications: An International Journal
Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Review: Risk evaluation approaches in failure mode and effects analysis: A literature review
Expert Systems with Applications: An International Journal
Fuzzy Grey Cognitive Maps in reliability engineering
Applied Soft Computing
Fuzzy FMEA application to improve purchasing process in a public hospital
Applied Soft Computing
Fuzzy arithmetic based reliability allocation approach during early design and development
Expert Systems with Applications: An International Journal
Risk analysis using FMEA: Fuzzy similarity value and possibility theory based approach
Expert Systems with Applications: An International Journal
Hi-index | 12.06 |
Failure mode and effects analysis (FMEA) has been extensively used for examining potential failures in products, processes, designs and services. An important issue of FMEA is the determination of risk priorities of the failure modes that have been identified. The traditional FMEA determines the risk priorities of failure modes using the so-called risk priority numbers (RPNs), which require the risk factors like the occurrence (O), severity (S) and detection (D) of each failure mode to be precisely evaluated. This may not be realistic in real applications. In this paper we treat the risk factors O, S and D as fuzzy variables and evaluate them using fuzzy linguistic terms and fuzzy ratings. As a result, fuzzy risk priority numbers (FRPNs) are proposed for prioritization of failure modes. The FRPNs are defined as fuzzy weighted geometric means of the fuzzy ratings for O, S and D, and can be computed using alpha-level sets and linear programming models. For ranking purpose, the FRPNs are defuzzified using centroid defuzzification method, in which a new centroid defuzzification formula based on alpha-level sets is derived. A numerical example is provided to illustrate the potential applications of the proposed fuzzy FMEA and the detailed computational process of the FRPNs.