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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...
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/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. |
format | Online Article Text |
id | pubmed-8749569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liuyu plantfactoryanewplaygroundofindustrialcommunicationandcomputing AT mousavisepehr plantfactoryanewplaygroundofindustrialcommunicationandcomputing AT pangzhibo plantfactoryanewplaygroundofindustrialcommunicationandcomputing AT nizhongjun plantfactoryanewplaygroundofindustrialcommunicationandcomputing AT karlssonmagnus plantfactoryanewplaygroundofindustrialcommunicationandcomputing AT gongshaofang plantfactoryanewplaygroundofindustrialcommunicationandcomputing |