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Reliability analysis and identification of critical components using Markov model

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dc.contributor.author Mishra, Rajesh P
dc.date.accessioned 2023-09-23T07:07:31Z
dc.date.available 2023-09-23T07:07:31Z
dc.date.issued 2015
dc.identifier.uri https://ieeexplore.ieee.org/abstract/document/7385753
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/12045
dc.description.abstract This paper presents a mathematical model based on continuous time Markov chain for performing availability and reliability analysis of a repairable system consisting of n components. It also describes a methodology for identifying a critical component based on continuous-time Markov chain state probabilities of an n-component repairable and non-repairable system. As an illustration, a 3-component repairable system has been modelled. A case study of conventional lathe machine has been presented to solve for state probabilities and analysed to find reliability indices, MTTF, MTBF, MTTR and Availability to provide insights and guidance on improving upon the reliability and maintainability. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.subject Mechanical Engineering en_US
dc.subject Reliability en_US
dc.subject Mean Time between Failures (MTBF) en_US
dc.subject Mean Time to Failure (MTTF) en_US
dc.subject Mean Time to Repair (MTTR) en_US
dc.title Reliability analysis and identification of critical components using Markov model en_US
dc.type Article en_US


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