DocumentCode :
1769222
Title :
Reliability analysis of dynamic systems based on stochastic reachability
Author :
Zhao Liu ; Shengkui Zeng ; Jianbin Guo
Author_Institution :
Sci. & Technol. on Reliability & Environ. Eng. Lab., Beijing, China
fYear :
2014
fDate :
24-27 Aug. 2014
Firstpage :
436
Lastpage :
440
Abstract :
The reliability analysis of systems may be very time-consuming by traditional sampling algorithms such as Monte Carlo especially for dynamic systems, because the states of dynamic systems are time-dependent. We address this main problem of dynamic systems with a new reliability analysis method based on stochastic reachability which has been studied in the field of control theory and control engineering. Randomness in dynamic systems will be described by this approach. It is involved from the following two aspects. One is to use jumps involving probability distributions when settling the time automata model. This adds the possibility to represent component failures. Another aspect is to put stochastic differential equation components inside the dynamic system models. By doing that, the impact of external disturbances such as environmental temperature can be taken into consideration.
Keywords :
differential equations; dynamics; reachability analysis; reliability theory; statistical distributions; stochastic processes; Monte Carlo; dynamic system; environmental temperature; probability distribution; reliability analysis; sampling algorithm; stochastic differential equation; stochastic reachability; time automata model; Automata; Differential equations; Mathematical model; Probabilistic logic; Reliability engineering; Stochastic processes; Markov decision processes; dynamic systems; probabilistic; reliability; stochastic reachability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Prognostics and System Health Management Conference (PHM-2014 Hunan), 2014
Conference_Location :
Zhangiiaijie
Print_ISBN :
978-1-4799-7957-8
Type :
conf
DOI :
10.1109/PHM.2014.6988210
Filename :
6988210
Link To Document :
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