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Discrete-Time Markov Chains in Reliability Analysis-Case Study

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F12%3A86084873" target="_blank" >RIV/61989100:27240/12:86084873 - isvavai.cz</a>

  • Result on the web

    <a href="http://link.springer.com/chapter/10.1007%2F978-3-642-33018-6_43" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-642-33018-6_43</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-33018-6_43" target="_blank" >10.1007/978-3-642-33018-6_43</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Discrete-Time Markov Chains in Reliability Analysis-Case Study

  • Original language description

    The paper presents reliability analysis drawn up for an industrial firm. The main goal of this paper is to estimate the probability of firms failure to satisfy an order to its industrial partners. The second aim is to quantify expected value of amount ofmanufactured products for specific time period. Discrete Markov chains- well-known method of stochastic modelling describes the issue. The method is suitable for many systems occurring in practice where we can easily distinguish various amount of states. The disadvantage of Markov chains is that the amount of computations usually increases rapidly with the amount of states. The Monte Carlo method was implemented to deal with the problem. Chebyshev's inequality was applied to estimate sufficient numberof simulations.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/TA02011179" target="_blank" >TA02011179: New methods for assessing levels of material damage when estimating the residual lifespan of structures</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Advances in Intelligent Systems and Computing

  • ISBN

    978-3-642-33017-9

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    7

  • Pages from-to

    421-427

  • Publisher name

    Springer

  • Place of publication

    Berlin

  • Event location

    Ostrava

  • Event date

    Sep 5, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312969500043