Title :
Reliability and Mean Time to Failure of Unrepairable Systems With Fuzzy Random Lifetimes
Author :
Liu, Ying ; Tang, Wansheng ; Zhao, Ruiqing
Author_Institution :
Tianjin Univ., Tianjin
Abstract :
In practice, the lifetimes of unrepairable systems contain both randomness and fuzziness. So it is appropriate to assume the lifetimes of systems to be fuzzy random variables. In this paper, the definitions of reliability and mean time to failure (MTTF) of unrepairable systems with fuzzy random lifetimes are given, respectively. Then basic mathematical models of unrepairable systems with fuzzy random lifetimes are established. Furthermore, the reliability and MTTF of series systems, parallel systems, series-parallel systems, parallel-series systems, and cold standby systems are discussed, respectively. Finally, some numerical examples are presented to illustrate how to calculate the reliability and MTTF of unrepairable systems with fuzzy random lifetimes.
Keywords :
failure analysis; fuzzy set theory; maintenance engineering; reliability theory; cold standby systems; fuzzy random lifetimes; mean time to failure; parallel-series systems; reliability; series-parallel systems; unrepairable systems; Availability; Bayesian methods; Fuzzy systems; Maintenance; Mathematical model; Power generation; Power system reliability; Random variables; Reliability engineering; Reliability theory; Fuzzy random variables; fuzzy variables; mean time to failure; reliability; unrepairable systems;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2006.890677