An Efficient Approximate Markov Chain Method in Dynamic Fault Tree Analysis

被引:52
作者
Yevkin, O. [1 ]
机构
[1] IHS, Dept Res & Dev, Toronto, ON, Canada
关键词
Markov chain; dynamic fault tree; reliability; availability; MODELS;
D O I
10.1002/qre.1861
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Approximate Markov chain method for dynamic fault tree analysis is suggested for both reparable and non-reparable systems. The approximation is based on truncation, aggregation and elimination of Markov chain states during the process of dynamic fault tree transformation to corresponding Markov chain. The method is valid for small probabilities. For reparable systems, it is true if mean time to repair is much less than mean time to failure. Several examples are studied. Additional simplification is considered in case the system is in a steady state. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:1509 / 1520
页数:12
相关论文
共 20 条
[1]  
[Anonymous], ADV SAFETY RELIABILI
[2]  
[Anonymous], 2011, ANN RELIABILITY MAIN, DOI DOI 10.1109/RAMS.2011.5754437
[3]  
[Anonymous], 2002, FAULT TREE HDB AEROS
[4]   A Rigorous, Compositional, and Extensible Framework for Dynamic Fault Tree Analysis [J].
Boudali, Hichem ;
Crouzen, Pepijn ;
Stoelinga, Marielle .
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2010, 7 (02) :128-143
[5]   Dynamic fault tree analysis using Input/Output interactive Markov chains [J].
Boudali, Hichem ;
Crouzen, Pepijn ;
Stoelinga, Marieelle .
37TH ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS, PROCEEDINGS, 2007, :708-+
[6]  
Bouissou M, 2007, PROC MONOGR ENG WATE, P1051
[7]   A new formalism that combines advantages of fault-trees and Markov models: Boolean logic driven Markov processes [J].
Bouissou, M ;
Bon, JL .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2003, 82 (02) :149-163
[8]   A Weibull-based compositional approach for hierarchical dynamic fault trees [J].
Chiacchio, F. ;
Cacioppo, M. ;
D'Urso, D. ;
Manno, G. ;
Trapani, N. ;
Compagno, L. .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2013, 109 :45-52
[9]  
Chiacchio F, 2011, RELIAB ENG SYST SAFE, V96, P1515, DOI [10.1016/jsess.2011.06.014, 10.1016/j.ress.2011.06.014]
[10]  
Chiacchio F., 2011, 5 INT C SOFTW KNOWL, P1