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When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study

The Industrial Internet of Things (IIoT) is known to be a complex system because of its severe constraints as it controls critical applications. It is difficult to manage such networks and keep control of all the variables impacting their operation during their whole lifecycle. Meanwhile, Digital Tw...

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Autores principales: Kherbache, Mehdi, Maimour, Moufida, Rondeau, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8704305/
https://www.ncbi.nlm.nih.gov/pubmed/34960288
http://dx.doi.org/10.3390/s21248194
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author Kherbache, Mehdi
Maimour, Moufida
Rondeau, Eric
author_facet Kherbache, Mehdi
Maimour, Moufida
Rondeau, Eric
author_sort Kherbache, Mehdi
collection PubMed
description The Industrial Internet of Things (IIoT) is known to be a complex system because of its severe constraints as it controls critical applications. It is difficult to manage such networks and keep control of all the variables impacting their operation during their whole lifecycle. Meanwhile, Digital Twinning technology has been increasingly used to optimize the performances of industrial systems and has been ranked as one of the top ten most promising technological trends in the next decade. Many Digital Twins of industrial systems exist nowadays but only few are destined to networks. In this paper, we propose a holistic digital twinning architecture for the IIoT where the network is integrated along with the other industrial components of the system. To do so, the concept of Network Digital Twin is introduced. The main motivation is to permit a closed-loop network management across the whole network lifecycle, from the design to the service phase. Our architecture leverages the Software Defined Networking (SDN) paradigm as an expression of network softwarization. Mainly, the SDN controller allows for setting up the connection between each Digital Twin of the industrial system and its physical counterpart. We validate the feasibility of the proposed architecture in the process of choosing the most suitable communication mechanism that satisfies the real-time requirements of a Flexible Production System.
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spelling pubmed-87043052021-12-25 When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study Kherbache, Mehdi Maimour, Moufida Rondeau, Eric Sensors (Basel) Article The Industrial Internet of Things (IIoT) is known to be a complex system because of its severe constraints as it controls critical applications. It is difficult to manage such networks and keep control of all the variables impacting their operation during their whole lifecycle. Meanwhile, Digital Twinning technology has been increasingly used to optimize the performances of industrial systems and has been ranked as one of the top ten most promising technological trends in the next decade. Many Digital Twins of industrial systems exist nowadays but only few are destined to networks. In this paper, we propose a holistic digital twinning architecture for the IIoT where the network is integrated along with the other industrial components of the system. To do so, the concept of Network Digital Twin is introduced. The main motivation is to permit a closed-loop network management across the whole network lifecycle, from the design to the service phase. Our architecture leverages the Software Defined Networking (SDN) paradigm as an expression of network softwarization. Mainly, the SDN controller allows for setting up the connection between each Digital Twin of the industrial system and its physical counterpart. We validate the feasibility of the proposed architecture in the process of choosing the most suitable communication mechanism that satisfies the real-time requirements of a Flexible Production System. MDPI 2021-12-08 /pmc/articles/PMC8704305/ /pubmed/34960288 http://dx.doi.org/10.3390/s21248194 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kherbache, Mehdi
Maimour, Moufida
Rondeau, Eric
When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title_full When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title_fullStr When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title_full_unstemmed When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title_short When Digital Twin Meets Network Softwarization in the Industrial IoT: Real-Time Requirements Case Study
title_sort when digital twin meets network softwarization in the industrial iot: real-time requirements case study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8704305/
https://www.ncbi.nlm.nih.gov/pubmed/34960288
http://dx.doi.org/10.3390/s21248194
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