A tool for automatically translating dynamic fault trees into dynamic Bayesian networks

Proceedings - Annual Reliability and Maintainability Symposium

Volumn , Issue , 2006, Pages 434-441

  Montani, S ^a   Portinale, L ^a   Bobbio, A ^a   Varesio, M ^a   Codetta Raiteri, D ^b  

^a UNIVERSITY OF EASTERN PIEDMONT   (Italy)

^b UNIVERSITY OF TURIN   (Italy)

Author keywords

Dynamic Bayesian networks; Dynamic fault trees

Indexed keywords

DYNAMIC BAYESIAN NETWORKS; DYNAMIC FAULT TREES; SENSITIVITY INDICES;

BAYESIAN NETWORKS; COMPUTER AIDED SOFTWARE ENGINEERING; MATHEMATICAL MODELS; SYSTEMS ANALYSIS;

FAULT TREE ANALYSIS;

EID: 34250206636     PISSN: 0149144X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RAMS.2006.1677413     Document Type: Conference Paper

References (18)

1. A. Bobbio, L. Portinale, M. Minichino, E. Ciancamerla, "Improving the analysis of dependable systems by mapping fault trees into bayesian networks", Reliability Engineering and System Safety, 71:249-260, 2001.
2. P. Weber, L. Jouffe, "Reliability modelling with dynamic bayesian networks", Proc. SAFEPROCESS 2003, Washington B.C., 2003.
3. H. Boudali, J. Bechta Dugan, "A new Bayesian network approach to solve dynamic fault trees", Proc. RAMS 05, Alexandria, 2005.
4. H. Langseth, "Bayesian networks with application to reliability analysis", PhD thesis, Dept. of Mathematical Sciences, Norvegian University of Science and Technology, (http://www.math.ntnu.no/~helgel/thesis), 2002.
5. J. G. Torres-Toledano, L. E. Sucar, "Bayesian networks for reliability analysis of complex systems", pages 195-206, Springer Verlag LNCS, Vol. 1484, 1998.
6. S. Montani, L. Portinale, A. Bobbio, "Dynamic bayesian networks for modeling advanced fault tree features in dependability analysis", Proc. ESREL 2005, Tri City, June 2005.
7. J. Bechta Dugan, S. J. Bavuso, M. A. Boyd, "Dynamic fault-tree models for fault-tolerant computer systems", IEEE Transactions on Reliability 41:363-377, 1992.
8. R. Manian, D. W. Coppit, K. J. Sullivan, J. Bechta Dugan, "Bridging the gap between systems and dynamic fault tree models", In Proceedings IEEE Annual Reliability and Maintainability Symposium, pages 105-111. IEEE Computer Society Press, Washington, DC, 1999.
9. R. Gulati, J. B. Dugan, "A Modular Approach for Analyzing Static and Dynamic Fault Trees", Proc. of the Annual Reliability and Maintainability Symposyum, pages 1-7, 1997.
10. T. Dean, K. Kanazawa, "A model for reasoning about persistence and causation", Computational Intelligence 5(3): 142-150, 1989.
11. P. Dagum, A. Galper, E. Horwitz, "Dynamic network models for forecasting", Proc. UAI'92, 1992, 41-48.
12. K. Murphy, "Dynamic Bayesian Networks: Representation, Inference and Learning", PhD Thesis, UC Berkley, 2002.
13. U. Kjaerulff, "Dhugin: a computational system for dynamic time-sliced bayesian networks", International Journal of Forecasting 11:89-101, 1995.
14. G. Franceschinis, M. Gribaudo, M. Iacono, N. Mazzocca, V. Vittorini, "DrawNet++: Model Objects to Support Performance Analysis and Simulation of Complex Systems", Proc. TOOLS 2002, pages 233-238, Springer Verlag LNCS Vol 2324, 2002.
15. M. Malhotra, K. Trivedi, "Dependability modeling using Petri Nets", IEEE Transactions on Reliability, R-44:428-440, 1995.
16. A. Bobbio, D. Codetta-Raiteri, "Parametric Fault Trees with Dynamic Gates and Repair Boxes", Proc. of the Annual Reliability and Maintainability Symposium, pages 459-465, Los Angeles, January 2004.
17. K. J. Sullivan, J. Bechta Dugan, D. Coppit, "The Galileo Fault Tree Analysis Tool",Proceedings of IEEE International Symposium on Fault Tolerant Computing, FTCS-29, 1999.
18. Y. Dutuit, O. Lemaire, A. Rauzy, "New Insight on Measures of Importance of Components and Systems in Fault Tree Analysis", Proc. of the International Conference on Probabilistic Safety Assessment and Management, pages 729-734, Universal Academy Press, 2000.