DocumentCode
2404870
Title
A tool for automatically translating dynamic fault trees into dynamic bayesian networks
Author
Montani, S. ; Portinale, L. ; Bobbio, A. ; Varesio, M. ; Codetta-Raiteri, D.
Author_Institution
Dipt. di Informatica, Univ. del Piemonte Orientale, Alessandria
fYear
2006
fDate
23-26 Jan. 2006
Firstpage
434
Lastpage
441
Abstract
The unreliability evaluation of a system including dependencies involving the state of components or the failure events, can be performed by modelling the system as a dynamic fault tree (DFT). The combinatorial technique used to solve standard Fault Trees is not suitable for the analysis of a DFT. The conversion into a dynamic Bayesian network (DBN) is a way to analyze a DFT. This paper presents a software tool allowing the automatic analysis of a DFT exploiting its conversion to a DBN. First, the architecture of the tool is described, together with the rules implemented in the tool, to convert dynamic gates in DBNs. Then, the tool is tested on a case of system: its DFT model and the corresponding DBN are provided and analyzed by means of the tool. The obtained unreliability results are compared with those returned by other tools, in order to verify their correctness. Moreover, the use of DBNs allows to compute further results on the model, such as diagnostic and sensitivity indices
Keywords
belief networks; fault trees; logic gates; combinatorial technique; dynamic Bayesian network; dynamic fault tree; dynamic gate; software tool; system failure; Bayesian methods; Computer architecture; Fault trees; Performance evaluation; Safety; Software tools; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Reliability and Maintainability Symposium, 2006. RAMS '06. Annual
Conference_Location
Newport Beach, CA
ISSN
0149-144X
Print_ISBN
1-4244-0007-4
Electronic_ISBN
0149-144X
Type
conf
DOI
10.1109/RAMS.2006.1677413
Filename
1677413
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