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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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 |
work_keys_str_mv |
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