The weakest t-norm based intuitionistic fuzzy fault-tree analysis to evaluate system reliability

被引:65
作者
Kumar, Mohit [1 ]
Yadav, Shiv Prasad [1 ]
机构
[1] Indian Inst Technol Roorkee, Dept Math, Roorkee 247667, Uttar Pradesh, India
关键词
Triangular intuitionistic fuzzy sets; Intuitionistic fuzzy fault-tree analysis; Weakest t-norm; Reliability analysis; VAGUE SETS; SIMILARITY; DIAGNOSIS;
D O I
10.1016/j.isatra.2012.01.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new approach of intuitionistic fuzzy fault-tree analysis is proposed to evaluate system reliability and to find the most critical system component that affects the system reliability. Here weakest t-norm based intuitionistic fuzzy fault tree analysis is presented to calculate fault interval of system components from integrating expert's knowledge and experience in terms of providing the possibility of failure of bottom events. It applies fault-tree analysis, alpha-cut of intuitionistic fuzzy set and T-omega (the weakest t-norm) based arithmetic operations on triangular intuitionistic fuzzy sets to obtain fault interval and reliability interval of the system. This paper also modifies Tanaka et al.'s fuzzy fault-tree definition. In numerical verification, a malfunction of weapon system "automatic gun" is presented as a numerical example. The result of the proposed method is compared with the listing approaches of reliability analysis methods. (C) 2012 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:531 / 538
页数:8
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