Digital Twins: Benefits, Applications and Development Process

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Abstract

Digital twin technology has gained considerable traction in recent years, with diverse applications spanning multiple sectors. However, due to the inherent complexity and substantial costs associated with constructing digital twins, systematic development methodologies are essential for fully capitalizing on their benefits. Therefore, this paper firstly provides an exhaustive synthesis of related literature, highlighting: (1) ten core advantages of implementing digital twin technology; (2) five primary domains in which digital twin applications have been prevalently employed; and (3) ten principal objectives of digital twin applications. Subsequently, we propose a seven-step digital twin application development process, encompassing: (i) Digital Twin Purposing; (ii) Digital Twin Scoping; (iii) Physical Twin Modeling; (iv) Calibration and Validation; (v) Application Logic Development; (vi) External System Integration; and (vii) Deployment and Operation. This structured approach aims to demystify the intrinsic complexity of twinned systems, ensuring that the deployment of digital twin-based solutions effectively addresses the target problem while maximizing the derived benefits.
OriginalsprogEngelsk
TitelProgress in Artificial Intelligence : 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part II
RedaktørerNuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião
Vol/bind2
ForlagSpringer
Publikationsdato2023
Sider511-522
ISBN (Trykt)978-3-031-49010-1
ISBN (Elektronisk)978-3-031-49011-8
DOI
StatusUdgivet - 2023
BegivenhedThe 22nd Portuguese conference on artificial intelligence -
Varighed: 5. sep. 20238. sep. 2023

Konference

KonferenceThe 22nd Portuguese conference on artificial intelligence
Periode05/09/202308/09/2023
NavnLecture Notes in Computer Science
Vol/bind14116
ISSN0302-9743

Bibliografisk note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

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