Reliability Analysis of Uncertain Weighted k-Out-of-n Systems

The uncertain variable is used to model a quantity under human uncertainty, and the weighted $k$ -out-of- $n$ system is used to model a system of $n$ components, which functions if and only if the total weights of functioning components is greater than $k$ . Considering the human uncertainty in operating the system, this paper introduces the uncertain variable to the weighted $k$ -out-of- $n$ system, and proposes a concept of uncertain weighted $k$ -out-of- $n$ system. Some formulas are derived to calculate the reliability index of such a system. As a generalization, this paper also studies an uncertain weighted $k$ -out-of- $n$ system whose weights are estimated by experts and modeled by uncertain variables instead of crisp numbers. In addition, this paper analyzes the importance measure of the components in the uncertain weighted $k$ -out-of- $n$ systems.

[1]  Jinwu Gao,et al.  Linear–Quadratic Uncertain Differential Game With Application to Resource Extraction Problem , 2016, IEEE Transactions on Fuzzy Systems.

[2]  Kai Yao,et al.  A formula to calculate the variance of uncertain variable , 2015, Soft Comput..

[3]  Z W Birnbaum,et al.  ON THE IMPORTANCE OF DIFFERENT COMPONENTS IN A MULTICOMPONENT SYSTEM , 1968 .

[4]  Yong Chen,et al.  Reliability of two-stage weighted-k-out-of-n systems with components in common , 2005, IEEE Trans. Reliab..

[5]  Yueqin Wu,et al.  Repairable consecutive-k-out-of-n: F system with fuzzy states , 2006, Fuzzy Sets Syst..

[6]  Baoding Liu Uncertain Risk Analysis and Uncertain Reliability Analysis , 2010 .

[7]  Yuan Gao,et al.  On Computing the Edge-Connectivity of an Uncertain Graph , 2016, IEEE Transactions on Fuzzy Systems.

[8]  Erhard Cramer,et al.  Type-I censored sequential k-out-of-n systems , 2016 .

[9]  Kai Yao,et al.  Ruin Time of Uncertain Insurance Risk Process , 2018, IEEE Transactions on Fuzzy Systems.

[10]  Wei Dai,et al.  Entropy of function of uncertain variables , 2012, Math. Comput. Model..

[11]  Yuhan Liu,et al.  Expected Value of Function of Uncertain Variables , 2010 .

[12]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[13]  Way Kuo,et al.  Patterns of the Birnbaum importance in linear consecutive-k-out-of-n systems , 2012 .

[14]  Ching-Hsue Cheng,et al.  Fuzzy consecutive-k-out-of-n:F system reliability , 1994 .

[15]  Serkan Eryilmaz On reliability analysis of a k-out-of-n system with components having random weights , 2013, Reliab. Eng. Syst. Saf..

[16]  D. Elmakis,et al.  Redundancy optimization for series-parallel multi-state systems , 1998 .

[17]  Baoding Liu,et al.  Uncertainty Theory - A Branch of Mathematics for Modeling Human Uncertainty , 2011, Studies in Computational Intelligence.

[18]  V. Ebrahimipour,et al.  Reliability optimization of multi-state weighted k-out-of-n systems by fuzzy mathematical programming and genetic algorithm , 2011, Int. J. Syst. Assur. Eng. Manag..

[19]  Wei Li,et al.  Reliability evaluation of multi-state weighted k-out-of-n systems , 2008, Reliab. Eng. Syst. Saf..

[20]  Lev V. Utkin,et al.  Fuzzy reliability of repairable systems in the possibility context , 1994 .

[21]  Baoding Liu Some Research Problems in Uncertainty Theory , 2009 .

[22]  Rong-Jaye Chen,et al.  An algorithm for computing the reliability of weighted-k-out-of-n systems , 1994 .

[23]  Hsien-Chung Wu,et al.  Bayesian system reliability assessment under fuzzy environments , 2004, Reliab. Eng. Syst. Saf..