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Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation

The field of cyber-physical systems is a growing IT research area that addresses the deep integration of computing, communication and process control, possibly with humans in the loop. The goal of such area is to define modelling, controlling and programming methodologies for designing and managing...

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Detalles Bibliográficos
Autores principales: Bertoli, Annalisa, Cervo, Andrea, Rosati, Carlo Alberto, Fantuzzi, Cesare
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956295/
https://www.ncbi.nlm.nih.gov/pubmed/33652557
http://dx.doi.org/10.3390/s21051624
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author Bertoli, Annalisa
Cervo, Andrea
Rosati, Carlo Alberto
Fantuzzi, Cesare
author_facet Bertoli, Annalisa
Cervo, Andrea
Rosati, Carlo Alberto
Fantuzzi, Cesare
author_sort Bertoli, Annalisa
collection PubMed
description The field of cyber-physical systems is a growing IT research area that addresses the deep integration of computing, communication and process control, possibly with humans in the loop. The goal of such area is to define modelling, controlling and programming methodologies for designing and managing complex mechatronics systems, also called industrial agents. Our research topic mainly focuses on the area of data mining and analysis by means of multi-agent orchestration of intelligent sensor nodes using internet protocols, providing also web-based HMI visualizations for data interpretability and analysis. Thanks to the rapid spreading of IoT systems, supported by modern and efficient telecommunication infrastructures and new decentralized control paradigms, the field of service-oriented programming finds new application in wireless sensor networks and microservices paradigm: we adopted such paradigm in the implementation of two different industrial use cases. Indeed, we expect a concrete and deep use of such technologies with 5G spreading. In the article, we describe the common software architectural pattern in IoT applications we used for the distributed smart sensors, providing also design and implementation details. In the use case section, the prototypes developed as proof of concept and the KPIs used for the system validation are described to provide a concrete solution overview.
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spelling pubmed-79562952021-03-15 Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation Bertoli, Annalisa Cervo, Andrea Rosati, Carlo Alberto Fantuzzi, Cesare Sensors (Basel) Article The field of cyber-physical systems is a growing IT research area that addresses the deep integration of computing, communication and process control, possibly with humans in the loop. The goal of such area is to define modelling, controlling and programming methodologies for designing and managing complex mechatronics systems, also called industrial agents. Our research topic mainly focuses on the area of data mining and analysis by means of multi-agent orchestration of intelligent sensor nodes using internet protocols, providing also web-based HMI visualizations for data interpretability and analysis. Thanks to the rapid spreading of IoT systems, supported by modern and efficient telecommunication infrastructures and new decentralized control paradigms, the field of service-oriented programming finds new application in wireless sensor networks and microservices paradigm: we adopted such paradigm in the implementation of two different industrial use cases. Indeed, we expect a concrete and deep use of such technologies with 5G spreading. In the article, we describe the common software architectural pattern in IoT applications we used for the distributed smart sensors, providing also design and implementation details. In the use case section, the prototypes developed as proof of concept and the KPIs used for the system validation are described to provide a concrete solution overview. MDPI 2021-02-26 /pmc/articles/PMC7956295/ /pubmed/33652557 http://dx.doi.org/10.3390/s21051624 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bertoli, Annalisa
Cervo, Andrea
Rosati, Carlo Alberto
Fantuzzi, Cesare
Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title_full Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title_fullStr Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title_full_unstemmed Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title_short Smart Node Networks Orchestration: A New E2E Approach for Analysis and Design for Agile 4.0 Implementation
title_sort smart node networks orchestration: a new e2e approach for analysis and design for agile 4.0 implementation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956295/
https://www.ncbi.nlm.nih.gov/pubmed/33652557
http://dx.doi.org/10.3390/s21051624
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