Generic Digital Twin Architecture for Industrial Energy Systems

Digital Twins have been in the focus of research in recent years, trying to achieve the vision of Industry 4.0. In the domain of industrial energy systems, they are applied to facilitate a flexible and optimized operation. With the help of Digital Twins, the industry can participate even stronger in...

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Main Authors: Gernot Steindl, Martin Stagl, Lukas Kasper, Wolfgang Kastner, Rene Hofmann
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/24/8903
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spelling doaj-71d709097fb3461f8a3f5f03b5564a982020-12-14T00:02:07ZengMDPI AGApplied Sciences2076-34172020-12-01108903890310.3390/app10248903Generic Digital Twin Architecture for Industrial Energy SystemsGernot Steindl0Martin Stagl1Lukas Kasper2Wolfgang Kastner3Rene Hofmann4Institute of Computer Engineering, TU Wien, A-1040 Vienna, AustriaInstitute of Computer Engineering, TU Wien, A-1040 Vienna, AustriaInstitute for Energy Systems and Thermodynamics, TU Wien, A-1060 Vienna, AustriaInstitute of Computer Engineering, TU Wien, A-1040 Vienna, AustriaInstitute for Energy Systems and Thermodynamics, TU Wien, A-1060 Vienna, AustriaDigital Twins have been in the focus of research in recent years, trying to achieve the vision of Industry 4.0. In the domain of industrial energy systems, they are applied to facilitate a flexible and optimized operation. With the help of Digital Twins, the industry can participate even stronger in the ongoing renewable energy transition. Current Digital Twin implementations are often application-specific solutions without general architectural concepts and their structures and namings differ, although the basic concepts are quite similar. For this reason, we analyzed concepts, architectures, and frameworks for Digital Twins in the literature to develop a technology-independent Generic Digital Twin Architecture (GDTA), which is aligned with the information technology layers of the Reference Architecture Model Industry 4.0 (RAMI4.0). This alignment facilitates a common naming and understanding of the proposed architectural structure. A proof-of-concept shows the application of Semantic Web technologies for instantiating the proposed GDTA for a use case of a Packed-Bed Thermal Energy Storage (PBTES).https://www.mdpi.com/2076-3417/10/24/8903Digital TwinIndustry 4.0cyber–physical systemservice-oriented architecturesemantic webindustrial energy systems
collection DOAJ
language English
format Article
sources DOAJ
author Gernot Steindl
Martin Stagl
Lukas Kasper
Wolfgang Kastner
Rene Hofmann
spellingShingle Gernot Steindl
Martin Stagl
Lukas Kasper
Wolfgang Kastner
Rene Hofmann
Generic Digital Twin Architecture for Industrial Energy Systems
Applied Sciences
Digital Twin
Industry 4.0
cyber–physical system
service-oriented architecture
semantic web
industrial energy systems
author_facet Gernot Steindl
Martin Stagl
Lukas Kasper
Wolfgang Kastner
Rene Hofmann
author_sort Gernot Steindl
title Generic Digital Twin Architecture for Industrial Energy Systems
title_short Generic Digital Twin Architecture for Industrial Energy Systems
title_full Generic Digital Twin Architecture for Industrial Energy Systems
title_fullStr Generic Digital Twin Architecture for Industrial Energy Systems
title_full_unstemmed Generic Digital Twin Architecture for Industrial Energy Systems
title_sort generic digital twin architecture for industrial energy systems
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2020-12-01
description Digital Twins have been in the focus of research in recent years, trying to achieve the vision of Industry 4.0. In the domain of industrial energy systems, they are applied to facilitate a flexible and optimized operation. With the help of Digital Twins, the industry can participate even stronger in the ongoing renewable energy transition. Current Digital Twin implementations are often application-specific solutions without general architectural concepts and their structures and namings differ, although the basic concepts are quite similar. For this reason, we analyzed concepts, architectures, and frameworks for Digital Twins in the literature to develop a technology-independent Generic Digital Twin Architecture (GDTA), which is aligned with the information technology layers of the Reference Architecture Model Industry 4.0 (RAMI4.0). This alignment facilitates a common naming and understanding of the proposed architectural structure. A proof-of-concept shows the application of Semantic Web technologies for instantiating the proposed GDTA for a use case of a Packed-Bed Thermal Energy Storage (PBTES).
topic Digital Twin
Industry 4.0
cyber–physical system
service-oriented architecture
semantic web
industrial energy systems
url https://www.mdpi.com/2076-3417/10/24/8903
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