Detail publikace

On Creation and Analysis of Reliability Models by Means of Stochastic Timed Automata and Statistical Model Checking: Principle

STRNADEL, J.

Originální název

On Creation and Analysis of Reliability Models by Means of Stochastic Timed Automata and Statistical Model Checking: Principle

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper presents a method of creation and analysis of reliability models by means of stochastic timed automata (STA) and statistical model checking (SMC) approach available in the UPPAAL SMC tool; a special attention is paid there to reliabilty of electronic systems. The method can be seen as an alternative to classical analytic approaches based on instruments such as fault-tree or Markov reliability models. Main goal of the paper is to show that - taking the advantage of the statistical model checking - the reliability analysis of systems can be facilitated even for adverse conditions such as inconstant failure (hazard) rate of inner system components. In the paper, basic terms and principles related to modeling and analysis of dynamic systems by means of the UPPAAL SMC tool are summarized, followed by a short demonstration of its practical applicability and summary of results achieved in the dependability area.

Klíčová slova

reliability, model, analysis, fault tolerant, FT, stochastic timed automata, STA, statistical model checking, SMC, UPPAAL SMC, probability, distribution, bathtub, fault, transient, permanent, intermittent, rate, scenario, tripple modular redundancy, TMR

Autoři

STRNADEL, J.

Vydáno

5. 10. 2016

Nakladatel

Springer International Publishing

Místo

Cham

ISBN

978-3-319-47166-2

Kniha

Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques

Edice

Lecture Notes in Computer Science, Vol. 9952

ISSN

0302-9743

Periodikum

Lecture Notes in Computer Science

Číslo

10

Stát

Spolková republika Německo

Strany od

166

Strany do

181

Strany počet

16

URL

http://link.springer.com/chapter/10.1007/978-3-319-47166-2_11

BibTex

@inproceedings{BUT130975,
  author="Josef {Strnadel}",
  title="On Creation and Analysis of Reliability Models by Means of Stochastic Timed Automata and Statistical Model Checking: Principle",
  booktitle="Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques",
  year="2016",
  series="Lecture Notes in Computer Science, Vol. 9952",
  journal="Lecture Notes in Computer Science",
  number="10",
  pages="166--181",
  publisher="Springer International Publishing",
  address="Cham",
  doi="10.1007/978-3-319-47166-2\{_}11",
  isbn="978-3-319-47166-2",
  issn="0302-9743",
  url="http://link.springer.com/chapter/10.1007/978-3-319-47166-2_11"
}