A three-tiered architectural model for Digital Twins in Education

The advent of Digital Twins, integrating technologies such as Mixed Reality, the Internet of Things, Machine Learning, Big Data, and Cloud Computing, is increasingly demonstrating its potential across various domains. These technologies enable the creation of accurate simulations of real objects, processes, and systems based on real-time data. This capability supports a wide range of applications, including hypothesis testing, design and prototyping, process optimization, among others, which makes this solution strongly suitable to applications in education, training and skills development. To effectively implement Digital Twins in the educational context, this paper proposes a three-tiered software architecture, comprising a Data Acquisition Tier, another tier for Processing and Analysis and the last one for Visualization and Interaction. The paper finishes presenting a case for technical training in an energy provider company.

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Publication Details

Published
2024-09-30
DOI
https://doi.org/10.5753/mssis.2024.3777
Citations
6
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
2.09
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article

A three-tiered architectural model for Digital Twins in Education

Valéria Farinazzo Martins, Alexandre Cardoso, Ismar Frango Silveira, João Eduardo Cosentino Bachmann
6 citations
Digital Transformation in Industry
2.09
article

A three-tiered architectural model for Digital Twins in Education

Valéria Farinazzo Martins, Alexandre Cardoso, Ismar Frango Silveira, João Eduardo Cosentino Bachmann
article en
6 citations

Abstract

The advent of Digital Twins, integrating technologies such as Mixed Reality, the Internet of Things, Machine Learning, Big Data, and Cloud Computing, is increasingly demonstrating its potential across various domains. These technologies enable the creation of accurate simulations of real objects, processes, and systems based on real-time data. This capability supports a wide range of applications, including hypothesis testing, design and prototyping, process optimization, among others, which makes this solution strongly suitable to applications in education, training and skills development. To effectively implement Digital Twins in the educational context, this paper proposes a three-tiered software architecture, comprising a Data Acquisition Tier, another tier for Processing and Analysis and the last one for Visualization and Interaction. The paper finishes presenting a case for technical training in an energy provider company.

Museum of Decorative Arts in Prague (CZ), Universidade Federal de Itajubá (BR)
Openalex Percentile: Top 12%
Digital Transformation in Industry
2.09
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A three-tiered architectural model for Digital Twins in Education — Valéria Farinazzo Martins, Alexandre Cardoso, et al. · (2024) | TGRS Research Map | TGRS