Detail publikačního výsledku

Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates

STRNADEL, J.

Originální název

Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates

Anglický název

Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

reliability, assessment, reliability model, fault, failure, stochastic automaton, timed automaton, simulation, statistical model checking

Klíčová slova v angličtině

reliability, assessment, reliability model, fault, failure, stochastic automaton, timed automaton, simulation, statistical model checking

Autoři

STRNADEL, J.

Rok RIV

2020

Vydáno

01.01.2019

Nakladatel

IEEE Computer Society

Místo

Florence

ISBN

978-3-9819263-2-3

Kniha

Design, Automation & Test in Europe Conference & Exhibition (DATE)

Strany od

614

Strany do

617

Strany počet

4

URL

https://ieeexplore.ieee.org/document/8714878

BibTex

@inproceedings{BUT156842,
  author="Josef {Strnadel}",
  title="Using Statistical Model Checking to Assess Reliability for Bathtub-Shaped Failure Rates",
  booktitle="Design, Automation & Test in Europe Conference & Exhibition (DATE)",
  year="2019",
  pages="614--617",
  publisher="IEEE Computer Society",
  address="Florence",
  doi="10.23919/DATE.2019.8714878",
  isbn="978-3-9819263-2-3",
  url="https://ieeexplore.ieee.org/document/8714878"
}

Dokumenty

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