Reliability analysis and identification of critical components using Markov model

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Title:	Reliability analysis and identification of critical components using Markov model
Authors:	Mishra, Rajesh P
Keywords:	Mechanical Engineering Reliability Mean Time between Failures (MTBF) Mean Time to Failure (MTTF) Mean Time to Repair (MTTR)
Issue Date:	2015
Publisher:	IEEE
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.
URI:	https://ieeexplore.ieee.org/abstract/document/7385753 http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/12045
Appears in Collections:	Department of Mechanical engineering

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