Reliability Estimation of Technical System Using Markov Models and System Dynamics

Abstract

U radu je prikazan postupak za procjenu pouzdanosti tehničkog sustava koji se temelji na primjeni Markovljevih modela i sustavne dinamike. Markovljevi modeli, s pomoću diferencijalnih jednadžbi, omogućuju matematičko modeliranje različitih stanja tehničkog sustava. Sustavna dinamika omogućuje kontinuiranu simulaciju sustava s povratnom vezom. Opisani postupak primijenjen je na konkretnom brodskom diesel-motoru. Podaci o motoru dobiveni su iz baze podataka programskog paketa AMOS. S pomoću parametara koji su izračunati primjenom Markovljevih modela, provedeno je simulacijsko modeliranje brodskog motora sustava u realnom vremenu. Simulacija je izvedena pomoću simulacijskog programa POWERSIM.This paper presents the procedure for reliability estimation of a technical system. The procedure is based on the application of Markov models and system dynamics. Markov models with the use of differential equations, enables mathematical modeling of different states in technical system. The continuous simulation of system with feedback is made possible by system dynamics. The procedure described in the paper was applied to reliability estimation of the specific marine Diesel engine. The engine operational data were taken from the database of AMOS software package. The modeling of marine Diesel engine in real time was made based on the parameters calculated by Markov models. The simulation was performed with the help of simulation software POWERISM

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