Research Article
Reliability Modelling and Evaluation of Dynamic Systems With Stochastic Petri Nets (Tutorial)
@INPROCEEDINGS{10.4108/icst.valuetools.2013.254370, author={Armin Zimmermann}, title={Reliability Modelling and Evaluation of Dynamic Systems With Stochastic Petri Nets (Tutorial)}, proceedings={7th International Conference on Performance Evaluation Methodologies and Tools}, publisher={ICST}, proceedings_a={VALUETOOLS}, year={2014}, month={1}, keywords={reliability simulation stochastic petri nets}, doi={10.4108/icst.valuetools.2013.254370} }- Armin Zimmermann
Year: 2014
Reliability Modelling and Evaluation of Dynamic Systems With Stochastic Petri Nets (Tutorial)
VALUETOOLS
ACM
DOI: 10.4108/icst.valuetools.2013.254370
Abstract
This tutorial covers motivation, use, and advantages of stochastic Petri nets as a tool for reliability evaluation of complex systems. Rare-event simulation techniques are demonstrated, which are applicable to a wide class of reliability problems. While this approach is known in the academic world, is has not yet been adopted much in industrial applications despite its apparent benefits. Additional triggers for this tutorial are advances in rare-event simulation for this model class as well as the recent standard IEC62551 for dependability evaluation with Petri nets. Example case studies and tool support is demonstrated.
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