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Plant Factory: A New Playground of Industrial Communication and Computing

Plant Factory is a newly emerging industry aiming at transforming crop production to an unprecedented model by leveraging industrial automation and informatics. However, today’s plant factory and vertical farming industry are still in a primitive phase, and existing industrial cyber-physical systems...

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Detalles Bibliográficos
Autores principales: Liu, Yu, Mousavi, Sepehr, Pang, Zhibo, Ni, Zhongjun, Karlsson, Magnus, Gong, Shaofang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749569/
https://www.ncbi.nlm.nih.gov/pubmed/35009690
http://dx.doi.org/10.3390/s22010147
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author Liu, Yu
Mousavi, Sepehr
Pang, Zhibo
Ni, Zhongjun
Karlsson, Magnus
Gong, Shaofang
author_facet Liu, Yu
Mousavi, Sepehr
Pang, Zhibo
Ni, Zhongjun
Karlsson, Magnus
Gong, Shaofang
author_sort Liu, Yu
collection PubMed
description Plant Factory is a newly emerging industry aiming at transforming crop production to an unprecedented model by leveraging industrial automation and informatics. However, today’s plant factory and vertical farming industry are still in a primitive phase, and existing industrial cyber-physical systems are not optimal for a plant factory due to diverse application requirements on communication, computing and artificial intelligence. In this paper, we review use cases and requirements for future plant factories, and then dedicate an architecture that incorporates the communication and computing domains to plant factories with a preliminary proof-of-concept, which has been validated by both academic and industrial practices. We also call for a holistic co-design methodology that crosses the boundaries of communication, computing and artificial intelligence disciplines to guarantee the completeness of solution design and to speed up engineering implementation of plant factories and other industries sharing the same demands.
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spelling pubmed-87495692022-01-12 Plant Factory: A New Playground of Industrial Communication and Computing Liu, Yu Mousavi, Sepehr Pang, Zhibo Ni, Zhongjun Karlsson, Magnus Gong, Shaofang Sensors (Basel) Article Plant Factory is a newly emerging industry aiming at transforming crop production to an unprecedented model by leveraging industrial automation and informatics. However, today’s plant factory and vertical farming industry are still in a primitive phase, and existing industrial cyber-physical systems are not optimal for a plant factory due to diverse application requirements on communication, computing and artificial intelligence. In this paper, we review use cases and requirements for future plant factories, and then dedicate an architecture that incorporates the communication and computing domains to plant factories with a preliminary proof-of-concept, which has been validated by both academic and industrial practices. We also call for a holistic co-design methodology that crosses the boundaries of communication, computing and artificial intelligence disciplines to guarantee the completeness of solution design and to speed up engineering implementation of plant factories and other industries sharing the same demands. MDPI 2021-12-27 /pmc/articles/PMC8749569/ /pubmed/35009690 http://dx.doi.org/10.3390/s22010147 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
Liu, Yu
Mousavi, Sepehr
Pang, Zhibo
Ni, Zhongjun
Karlsson, Magnus
Gong, Shaofang
Plant Factory: A New Playground of Industrial Communication and Computing
title Plant Factory: A New Playground of Industrial Communication and Computing
title_full Plant Factory: A New Playground of Industrial Communication and Computing
title_fullStr Plant Factory: A New Playground of Industrial Communication and Computing
title_full_unstemmed Plant Factory: A New Playground of Industrial Communication and Computing
title_short Plant Factory: A New Playground of Industrial Communication and Computing
title_sort plant factory: a new playground of industrial communication and computing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749569/
https://www.ncbi.nlm.nih.gov/pubmed/35009690
http://dx.doi.org/10.3390/s22010147
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