FANG Bing-wu, HUANG Zhi-qiu, WANG Yong, et al. A Novel Safety Analysis Method of Hybrid System on Hybrid Bayesian Network[J]. Acta Electronica Sinica, 2017, 45(12): 2896-2902.
DOI:
FANG Bing-wu, HUANG Zhi-qiu, WANG Yong, et al. A Novel Safety Analysis Method of Hybrid System on Hybrid Bayesian Network[J]. Acta Electronica Sinica, 2017, 45(12): 2896-2902. DOI: 10.3969/j.issn.0372-2112.2017.12.010.
A Novel Safety Analysis Method of Hybrid System on Hybrid Bayesian Network
The safety analysis model of critical system is essentially a mixed model of both discrete variables and continuous variables.The traditional analysis methods can only deal with the system based on discrete distribution or exponential distribution
so these methods are incapable of analyzing the safety of the hybrid system.To solve the problem
this paper presents a novel safety analysis method of hybrid system on hybrid Bayesian network(HBN).First
by using the Dirac function and unit step function to represent the deterministic relation and timing sequence of nodes in DFT respectively
we convert the DFT into a Bayesian network(BN).Second
The HBN with
k
-piece and
n
-degree polynomials is propo
sed to represent the DFT
in which the different failure distributions of nodes are fitted by piecewise polynomial functions.Finally
the inference algorithm of HBN is proposed.The experimental results show that the presented method can effectively solve the safety analysis of hybrid system.