Title :
Algorithm for Reliability Evaluation of Nonrepairable Phased-Mission Systems Consisting of Gradually Deteriorating Multistate Elements
Author :
Levitin, Gregory ; Amari, Suprasad V. ; Xing, Liudong
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Reliability analysis of phased-mission systems (PMS) must consider the statistical dependences of element states across different phases as well as changes in system configuration, success criteria, and component behavior. This paper proposes a recursive method for the exact reliability evaluation of PMS consisting of nonidentical independent nonrepairable multistate elements. The method is based on conditional probabilities and the branch-and-bound principle. It is invariant to changes in system structure, demand, and the elements´ state transition rates among phases. The main advantage of this method is that it does not require the composition of decision diagrams and can be fully automated. Both analytical and numerical examples are presented to illustrate the application and advantages of the proposed method. The computational performance of the proposed algorithm is illustrated through comprehensive experimentation on the CPU running time of the algorithm.
Keywords :
computational complexity; decision diagrams; probability; recursive functions; reliability theory; statistical analysis; tree searching; CPU running time; PMS; branch-and-bound principle; component behavior; computational complexity; computational performance; conditional probability; decision diagram composition; element state transition rate; gradually deteriorating multistate elements; nonidentical independent nonrepairable multistate elements; nonrepairable phased-mission system; recursive method; reliability analysis; reliability evaluation; statistical dependence; success criteria; system configuration; system structure; Algorithm design and analysis; Analytical models; Complexity theory; Computational modeling; Markov processes; Reliability; Vectors; Multistate element; phased-mission systems (PMS); recursive algorithm; reliability analysis;
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
DOI :
10.1109/TSMCA.2012.2187186