• DocumentCode
    1667026
  • Title

    A Generic BBN Safety Model

  • Author

    Greenberg, Reuven ; Cook, Stephen C.

  • Author_Institution
    Syst. Eng. & Evaluation Centre, South Australia Univ., Adelaide, SA
  • fYear
    2006
  • Firstpage
    1
  • Lastpage
    14
  • Abstract
    The purpose of this paper is to present a generic safety model for socio-technical systems subject to low probability high consequences (LPHC) accidents. The model that uses a Bayesian belief network (BBN) topology contains both the human operators and the technical components woven together and influenced by organisational and sociological factors. This topology has been found to be useful in evaluating the operation and safety of socio-technical systems; i.e., mutual dependent activities of technical and human entities (or subsystems). The BBN topology can be adapted to specific environments of high risk systems and facilitate expert elicitation that adds a quantitative dimension to the basic qualitative model
  • Keywords
    Bayes methods; accident prevention; belief networks; safety; safety systems; Bayesian belief network topology; expert elicitation; generic safety model; low probability high consequence accident; organisational factor; qualitative model; socio-technical system; sociological factor; Accidents; Bayesian methods; Failure analysis; Humans; Independent component analysis; Network topology; Probability; Safety; Sociotechnical systems; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Product Safety Engineering Society Symposium, 2006 IEEE
  • Conference_Location
    Irvine, CA
  • Print_ISBN
    1-4244-0347-2
  • Electronic_ISBN
    1-4244-0348-0
  • Type

    conf

  • DOI
    10.1109/PSES.2006.320404
  • Filename
    4114193