期刊
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
卷 44, 期 1, 页码 50-66出版社
TAYLOR & FRANCIS LTD
DOI: 10.1080/00207721.2011.581393
关键词
fuzzy reliability; fuzzy failure rate; time-dependent intuitionistic fuzzy set
类别
资金
- Council of Scientific and Industrial Research, Govt. of India, New Delhi, India
In general, fuzzy sets are used to analyse the system reliability. In this article, the concept of fuzzy set is extended by the idea of intuitionistic fuzzy set (IFS) and a new general procedure is proposed to construct the membership and non-membership functions of the fuzzy reliability using time-dependent IFS. Here, failure rate function of the system is represented by a triangular intuitionistic fuzzy number (IFN). Also, using proposed approach, membership and non-membership functions of fuzzy reliability of series and parallel systems are constructed, where the failure rate of each component is taken as a time-dependent triangular IFN. The major advantage of using IFS over fuzzy sets is that IFS separate the positive and negative evidences for membership of an element in the set. Numerical examples are given to illustrate the proposed approach.
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