Title :
Application of ECSPN to RAMS modeling and analysis of hybrid drive systems
Author :
Nebel, Steffen ; Dieter, Andrea ; Müller, Peter ; Bertsche, Bernd
Author_Institution :
Inst. of Machine Components (IMA), Univ. Stuttgart, Stuttgart, Germany
Abstract :
In our paper we present a modeling and simulation approach based on a class of Extended Colored Stochastic Petri Nets and a Monte Carlo Simulation to analyze and optimize hybrid car systems. The approach allows the modeling of various functional dependencies between the components of a hybrid car drive system and the integration of lifetime models. The Monte Carlo simulation approach allows the analysis and optimization of very detailed system characteristics. We demonstrate the abilities of our approach with a simulation study of a power split strong hybrid car drive system focusing on the occurrence of comfort and safety relevant events.
Keywords :
Monte Carlo methods; Petri nets; automobiles; drives; graph colouring; road safety; stochastic processes; Monte Carlo simulation; RAMS modeling; comfort occurrence; extended colored stochastic petri nets; hybrid car drive system; lifetime model; safety relevant event; Analytical models; Batteries; Combustion; Engines; Fires; Fuels; Hybrid electric vehicles; Machine components; Petri nets; Stochastic processes; Hybrid Car Drive; Modeling; Petri Nets; Simulation;
Conference_Titel :
Reliability and Maintainability Symposium (RAMS), 2010 Proceedings - Annual
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-5102-9
Electronic_ISBN :
0149-144X
DOI :
10.1109/RAMS.2010.5448067