Exploring Digital Twin Dynamics: An Analysis of Structure Configurations

Digital twin (DT) is an important technology to support the realization of the digital transformation, connecting the physical asset to its virtual copy and fostering realtime monitoring, simulation, and decision-support. However, the benefits of DT depend on its intended purpose and application, which is impacted by the design structure configuration that is used for its implementation. This paper discusses the advantages and challenges of considering different organizational structures for the implementation of DTs, namely centralised, hierarchical and decentralised, complemented with a case study that was used to analyse the implementation of DT focusing on centralised and decentralised approaches. Additionally, the paper includes an analysis of the main aspects of DT structures and their design guidelines, the key enabling technologies and the main challenges of distributing DTs.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-09
DOI
https://doi.org/10.5281/zenodo.14774064
Primary Topic
Advanced X-ray and CT Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Exploring Digital Twin Dynamics: An Analysis of Structure Configurations

Zenodo (CERN European Organization for Nuclear Research)
Advanced X-ray and CT Imaging
article

Exploring Digital Twin Dynamics: An Analysis of Structure Configurations

article en

Abstract

Digital twin (DT) is an important technology to support the realization of the digital transformation, connecting the physical asset to its virtual copy and fostering realtime monitoring, simulation, and decision-support. However, the benefits of DT depend on its intended purpose and application, which is impacted by the design structure configuration that is used for its implementation. This paper discusses the advantages and challenges of considering different organizational structures for the implementation of DTs, namely centralised, hierarchical and decentralised, complemented with a case study that was used to analyse the implementation of DT focusing on centralised and decentralised approaches. Additionally, the paper includes an analysis of the main aspects of DT structures and their design guidelines, the key enabling technologies and the main challenges of distributing DTs.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 66%
Advanced X-ray and CT Imaging
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