Modular Framework for Digital Twins: Development and Performance Analysis

Detalhes bibliográficos
Autor(a) principal: Rolle, Rodrigo P. [UNESP]
Data de Publicação: 2021
Outros Autores: Martucci, Vinícius de O. [UNESP], Godoy, Eduardo P. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s40313-021-00830-w
http://hdl.handle.net/11449/222533
Resumo: The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework.
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spelling Modular Framework for Digital Twins: Development and Performance AnalysisAdvanced manufacturingCyber-physical systemsDigital twinsIndustry 4.0The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework.Sao Paulo State University (Unesp)Sao Paulo State University (Unesp)Universidade Estadual Paulista (UNESP)Rolle, Rodrigo P. [UNESP]Martucci, Vinícius de O. [UNESP]Godoy, Eduardo P. [UNESP]2022-04-28T19:45:18Z2022-04-28T19:45:18Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s40313-021-00830-wJournal of Control, Automation and Electrical Systems.2195-38992195-3880http://hdl.handle.net/11449/22253310.1007/s40313-021-00830-w2-s2.0-85116058196Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Control, Automation and Electrical Systemsinfo:eu-repo/semantics/openAccess2022-04-28T19:45:18Zoai:repositorio.unesp.br:11449/222533Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:29:40.253498Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Modular Framework for Digital Twins: Development and Performance Analysis
title Modular Framework for Digital Twins: Development and Performance Analysis
spellingShingle Modular Framework for Digital Twins: Development and Performance Analysis
Rolle, Rodrigo P. [UNESP]
Advanced manufacturing
Cyber-physical systems
Digital twins
Industry 4.0
title_short Modular Framework for Digital Twins: Development and Performance Analysis
title_full Modular Framework for Digital Twins: Development and Performance Analysis
title_fullStr Modular Framework for Digital Twins: Development and Performance Analysis
title_full_unstemmed Modular Framework for Digital Twins: Development and Performance Analysis
title_sort Modular Framework for Digital Twins: Development and Performance Analysis
author Rolle, Rodrigo P. [UNESP]
author_facet Rolle, Rodrigo P. [UNESP]
Martucci, Vinícius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
author_role author
author2 Martucci, Vinícius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Rolle, Rodrigo P. [UNESP]
Martucci, Vinícius de O. [UNESP]
Godoy, Eduardo P. [UNESP]
dc.subject.por.fl_str_mv Advanced manufacturing
Cyber-physical systems
Digital twins
Industry 4.0
topic Advanced manufacturing
Cyber-physical systems
Digital twins
Industry 4.0
description The evolution of computing science and simulation tools led to the usage of virtualization in the industrial environment. Software models became relevant information providers for the evaluation of automation processes. Digital twins (DT) are an approach for intercommunicating physical and virtual systems. DTs are intended to improve the performance of real systems by using information generated on a virtual system (“twin”) that mirrors the behavior of physical parts. This work presents a distributed framework for DT implementation, which is composed of five integrated modules. The modules’ functions are process control , logical modeling, 3D visualization and data analysis. This paper presents the implementation and performance analysis of the DT framework. A discussion about its potentials and limitations is presented as well. The analysis focuses on timing and communication latency among the DT modules. A case study implementation, composed of the DTs of two manufacturing processes, is presented to validate the operation and to provide data for performance analysis of the DT framework.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
2022-04-28T19:45:18Z
2022-04-28T19:45:18Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s40313-021-00830-w
Journal of Control, Automation and Electrical Systems.
2195-3899
2195-3880
http://hdl.handle.net/11449/222533
10.1007/s40313-021-00830-w
2-s2.0-85116058196
url http://dx.doi.org/10.1007/s40313-021-00830-w
http://hdl.handle.net/11449/222533
identifier_str_mv Journal of Control, Automation and Electrical Systems.
2195-3899
2195-3880
10.1007/s40313-021-00830-w
2-s2.0-85116058196
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Control, Automation and Electrical Systems
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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