Conference paper

STRNADEL Josef. Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates. In: Design, Automation & Test in Europe Conference & Exhibition (DATE). Florence: IEEE Computer Society, 2019, pp. 614-617. ISBN 978-3-9819263-2-3. Available from: https://ieeexplore.ieee.org/document/8714878
Publication language:english
Original title:Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates
Title (cs):Využití statistického ověřování modelů k ohodnocení bezporuchovosti pro intenzity poruch ve tvaru vanové křivky
Pages:614-617
Proceedings:Design, Automation & Test in Europe Conference & Exhibition (DATE)
Conference:Design, Automation and Test in Europe Conference
Place:Florence, IT
Year:2019
URL:https://ieeexplore.ieee.org/document/8714878
ISBN:978-3-9819263-2-3
DOI:10.23919/DATE.2019.8714878
Publisher:IEEE Computer Society
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Keywords
reliability, assessment, reliability model, fault, failure, stochastic automaton, timed automaton, simulation, statistical model checking
Annotation
Ideally, the reliability can be assessed analytically, provided that an analytical solution exists and its presumptions are met. Otherwise, alternative approaches to the assessment must apply. This paper proposes a novel, simulation based approach that relies on stochastic timed automata. Based on the automata, our paper explains principles of creating reliability models for various scenarios. Our approach expects that a reliability model is then processed by a statistical model checking method, used to assess the reliability by statistical processing of simulation results over the model. Main goal of this paper is to show that instruments of stochastic timed automata and statistical model checking are capable of facilitating the assessment process even for adverse conditions such as bathtub shaped hazard failure rates.
BibTeX:
@INPROCEEDINGS{
   author = {Josef Strnadel},
   title = {Using Statistical Model Checking to Assess
	Reliability for Bathtub-Shaped Failure Rates},
   pages = {614--617},
   booktitle = {Design, Automation \& Test in Europe Conference \&
	Exhibition (DATE)},
   year = {2019},
   location = {Florence, IT},
   publisher = {IEEE Computer Society},
   ISBN = {978-3-9819263-2-3},
   doi = {10.23919/DATE.2019.8714878},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=11776}
}

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