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Estimation of the optimal maintenance frequency of medical devices: A monte carlo simulation approach

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dc.creatorCruz A.M.spa
dc.creatorDueñas W.R.R.spa
dc.date.accessioned2020-05-26T00:10:49Z
dc.date.available2020-05-26T00:10:49Z
dc.date.created2017spa
dc.description.abstractThis paper aims to implement and validate a Monte Carlo-based algorithm to determine the optimal interval of preventive maintenance of medical devices. The optimization criterion used was that which maximizes the equipment’s achieved availability. The Monte Carlo algorithm was implemented and tested using maintenance data from infusion pumps, electrocardiographs, and ECG monitors from both primary and secondary data source of information. The performance of the algorithm behaved well; it had a 65-sec response time for 10,000 simulations. The accuracy of the calculations did not exceed 1%. In addition to that, the implementation of the Monte Carlo algorithm was able to determine the better availability curve for the interval of preventive maintenance “tuned” with the mean time to failure for each medical devices population type. © Springer Nature Singapore Pte Ltd. 2017.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.1007/978-981-10-4086-3_3
dc.identifier.issn2006
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/24261
dc.language.isoengspa
dc.publisherSpringer Verlagspa
dc.relation.citationEndPage12
dc.relation.citationStartPage9
dc.relation.citationTitleIFMBE Proceedings
dc.relation.citationVolumeVol. 60
dc.relation.ispartofIFMBE Proceedings, ISSN:2006, Vol.60,(2017); pp. 9-12spa
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85018447474&doi=10.1007%2f978-981-10-4086-3_3&partnerID=40&md5=13a918e55256a6a26004b1953e10f729spa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.source.instnameinstname:Universidad del Rosariospa
dc.source.reponamereponame:Repositorio Institucional EdocURspa
dc.subject.keywordBioinformaticsspa
dc.subject.keywordBiomedical engineeringspa
dc.subject.keywordBiomedical equipmentspa
dc.subject.keywordBiophysicsspa
dc.subject.keywordFrequency estimationspa
dc.subject.keywordIntelligent systemsspa
dc.subject.keywordMaintenancespa
dc.subject.keywordMonte Carlo methodsspa
dc.subject.keywordOptimizationspa
dc.subject.keywordAchieved availabilityspa
dc.subject.keywordMean time to failurespa
dc.subject.keywordMedical Devicesspa
dc.subject.keywordMonte carlo algorithmsspa
dc.subject.keywordOptimal maintenance frequencyspa
dc.subject.keywordOptimization criteriaspa
dc.subject.keywordOptmizationspa
dc.subject.keywordSecondary data sourcesspa
dc.subject.keywordPreventive maintenancespa
dc.subject.keywordBiomedical engineeringspa
dc.subject.keywordComponent: Monte Carlo simulationspa
dc.subject.keywordMaintenance optmizationspa
dc.subject.keywordPreventive maintenance frequencyspa
dc.titleEstimation of the optimal maintenance frequency of medical devices: A monte carlo simulation approachspa
dc.typeconferenceObjecteng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaDocumento de conferenciaspa
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