Cristin-resultat-ID: 2030196
Sist endret: 8. juni 2022, 11:43
NVI-rapporteringsår: 2022
Resultat
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2022

Let the Asset Decide: Digital Twins with Knowledge Graphs

Bidragsytere:
  • Maryna Waszak
  • An Ngoc Lam
  • Volker Hoffmann
  • Brian Elvesæter
  • Flavia Maria Mogos og
  • Dumitru Roman

Bok

2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C)
ISBN:
  • 978-1-6654-9493-9

Utgiver

IEEE conference proceedings
NVI-nivå 1

Om resultatet

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Publiseringsår: 2022
Sider: 35 - 39
ISBN:
  • 978-1-6654-9493-9

Klassifisering

Fagfelt (NPI)

Fagfelt: Informatikk og datateknikk
- Fagområde: Realfag og teknologi

Beskrivelse Beskrivelse

Tittel

Let the Asset Decide: Digital Twins with Knowledge Graphs

Sammendrag

When creating digital twins most of the work is spent on modelling physical assets and designing software architectures that can facilitate rapid prototyping for tasks such as visualization, simulation, and monitoring. A framework that can enable such rapid prototyping not only would reduce the time and cost to build digital twins but would also enable organizations with limited resources to adapt digital twins technologies. In this paper we propose such a framework in which we employ the knowledge graphs paradigm as a way to model and integrate data in a digital twin formalism, while at the same time facilitating the use of industry standards. We introduce a four-layer architecture for digital twins that utilize knowledge graphs and present a software prototype. Additionally we evaluate the proposed architecture in the creation of digital twins in the domain of discrete manufacturing and underwater ship inspections.

Bidragsytere

Maryna Waszak

  • Tilknyttet:
    Forfatter
    ved Sustainable Communication Technologies ved SINTEF AS

An Ngoc Lam

  • Tilknyttet:
    Forfatter
    ved Sustainable Communication Technologies ved SINTEF AS

Volker Hoffmann

  • Tilknyttet:
    Forfatter
    ved Sustainable Communication Technologies ved SINTEF AS

Brian Elvesæter

  • Tilknyttet:
    Forfatter
    ved Sustainable Communication Technologies ved SINTEF AS

Flavia Maria Mogos

  • Tilknyttet:
    Forfatter
    ved SINTEF Manufacturing
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2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C).

ICSA-C, 2022. 2022, IEEE conference proceedings. Vitenskapelig antologi/Konferanseserie
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