• 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