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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8704305 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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