Title :
Universal probabilistic analysis for cut sequences in dynamic fault trees
Author :
Bo Wang ; Changhua Jiang ; Li Wang ; Yulin Xu ; Chunhui Wang
Author_Institution :
Nat. Key Lab. of Human Factors Eng., China Astronaut Res. & Training Center, Beijing, China
Abstract :
Cut sequence, an events´ sequence failing in a specific order that can induce the top event, is an algebraic approach to overcome the shortcomings of the traditional methods for dynamic fault trees (DFTs) analysis. The former researchers have done a lot of work for cut sequence´ qualitative analysis, however, the quantitative probabilistic analysis has not been completely considered, especially for the cut sequence which is generated from the DFT with cascade structure, due to the complex temporal failure logic among events in the cut sequence. To solve the problem, this paper proposed a universal probabilistic analysis method for any form of cut sequences in the DFT. Firstly, temporal failure logic was defined to precisely demonstrate events´ logic. Then, dynamic failure behaviors´ categories for basic events were given and a universal probabilistic model for calculating any form of cut sequences was put forward. Eventually, an example was utilized to illustrate the effectiveness of the proposed method. The universal quantitative method, with a better manipulability and expansibility, answers how to calculate the sequential events´ occurrence frequency, which is the concern of cut sequences´ quantitative analysis in the DFT.
Keywords :
fault trees; probability; reliability theory; DFT analysis; algebraic approach; cascade structure; complex temporal failure logic; cut sequence qualitative analysis; dynamic failure behavior; dynamic fault tree analysis; quantitative probabilistic analysis; universal probabilistic analysis; Analytical models; Discrete Fourier transforms; Fault trees; Logic gates; Markov processes; Probabilistic logic; Statistical analysis; cut sequence; dynamic fault tree; probabilistic; quantitative analysis;
Conference_Titel :
Reliability, Maintainability and Safety (ICRMS), 2014 International Conference on
Print_ISBN :
978-1-4799-6631-8
DOI :
10.1109/ICRMS.2014.7107296