DocumentCode :
1532986
Title :
The Hierarchical Weighted Multi-State k -out-of- n System Model and Its Application for Infrastru
Author :
Ding, Yi ; Zuo, Ming J. ; Tian, Zhigang ; Li, Wei
Author_Institution :
Sch. of EEE, Nanyang Technol. Univ., Singapore, Singapore
Volume :
59
Issue :
3
fYear :
2010
Firstpage :
593
Lastpage :
603
Abstract :
A multi-state system (MSS) model is a more flexible tool for representing engineering systems than the conventional binary system model, which has been widely studied in recent research. The multi-state weighted k-out-of-n system model is the generalization of the multi-state k-out-of-n system model, where the component i in state j carries a certain utility. In this paper, we propose a multi-state system structure called hierarchical weighted multi-state k-out-of-n systems. In such a system, the structure of the system can be decomposed into different hierarchical levels, and a subsystem at each level can be represented using a multi-state weighted k-out-of-n structure. The proposed system structure can find applications in many real life systems, and a municipal infrastructure is a typical example of such a structure. The definition of the hierarchical multi-state weighted k-out-of-n system model is proposed in this paper. Universal generating functions (UGF) are used to evaluate reliabilities of the defined systems. Moreover, to reduce computational complexity, recursive algorithms are developed to obtain lower, and upper bounds of the defined system reliabilities.
Keywords :
computational complexity; reliability theory; computational complexity; engineering system; hierarchical weighted multistate k-out-of-n system model; infrastructure management; multistate system structure; recursive algorithm; reliability evaluation; universal generating functions; Computational complexity; Councils; Defense industry; Engineering management; Helium; Information systems; Mechanical engineering; Reliability; Systems engineering and theory; Upper bound; $k$-out-of-$n$; Hierarchical; infrastructure; multi-state system; recursive algorithms; universal generating functions;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/TR.2010.2054171
Filename :
5508312
Link To Document :
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