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dc.contributor.authorMagalhães, Laurence C.
dc.contributor.authorMagalhães, Luciano C.
dc.contributor.authorRamos, Jhonatan B.
dc.contributor.authorMoura, Luciano R.
dc.contributor.authorde Moraes, Renato E. N.
dc.contributor.authorGonçalves, João B.
dc.contributor.authorHisatugu, Wilian H.
dc.contributor.authorSouza, Marcelo T.
dc.contributor.authorLópez de Lacalle Marcaide, Luis Norberto
dc.contributor.authorFerreira, João C. E.
dc.date.accessioned2022-10-20T12:04:35Z
dc.date.available2022-10-20T12:04:35Z
dc.date.issued2022-09-30
dc.identifier.citationApplied Sciences 12(19) : (2022) // Article ID 9864es_ES
dc.identifier.issn2076-3417
dc.identifier.urihttp://hdl.handle.net/10810/58132
dc.description.abstractDigitization and virtualization represent key factors in the era of Industry 4.0. Digital twins (DT) can certainly contribute to increasing the efficiency of various productive sectors as they can contribute to monitoring, managing, and improvement of a product or process throughout its life cycle. Although several works deal with DTs, there are gaps regarding the use of this technology when a Flexible Manufacturing System (FMS) is used. Existing work, for the most part, is concerned with simulating the progress of manufacturing without providing key production data in real-time. Still, most of the solutions presented in the literature are relatively expensive and may be difficult to implement in most companies, due to their complexity. In this work, the digital twin of an FMS is conceived. The specific module of an ERP (Enterprise Resources Planning) system is used to digitize the physical entity. Production data is entered according to tryouts performed in the FMS. Sensors installed in the main components of the FMS, CNC (computer numerical control) lathe, robotic arm, and pallet conveyor send information in real-time to the digital entity. The results show that simulations using the digital twin present very satisfactory results compared to the physical entity. In time, information such as production rate, queue management, feedstock, equipment, and pallet status can be easily accessed by operators and managers at any time during the production process, confirming the MES (manufacture execution system) efficiency. The low-cost hardware and software used in this work showed its feasibility. The DT created represents the initial step towards designing a metaverse solution for the manufacturing unit in question, which should operate in the near future as a smart and autonomous factory model.es_ES
dc.description.sponsorshipThanks are due to Elkartek 2022 project LANVERSO, and in some sections (simulations) to Basque government university group IT 1573-22.es_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectflexible manufacturing systemes_ES
dc.subjectdigital twines_ES
dc.subjectsimulationes_ES
dc.subjectIndustry 4.es_ES
dc.titleConceiving a Digital Twin for a Flexible Manufacturing Systemes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.date.updated2022-10-13T15:46:59Z
dc.rights.holder© 2022 by the authors.Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).es_ES
dc.relation.publisherversionhttps://www.mdpi.com/2076-3417/12/19/9864es_ES
dc.identifier.doi10.3390/app12199864
dc.departamentoesIngeniería mecánica
dc.departamentoeuIngeniaritza mekanikoa


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© 2022 by the authors.Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).
Except where otherwise noted, this item's license is described as © 2022 by the authors.Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).