Development and Prospect of Edge Intelligence for Industrial Internet

As the industrial Internet deeply integrated with manufacturing, the drive capability of industrial intelligence becomes prominent regarding the digitization and informatization of the manufacturing industry. Meanwhile, new applications propose higher requirements for service quality. Edge intellige...

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Autores principales:	Ren Yaodanjun, Qi Zhengwei, Guan Haibing, Chen Lei
Formato:	article
Lenguaje:	ZH
Publicado:	《中国工程科学》杂志社 2021
Materias:	industrial Internet，edge computing，edge intelligence，cooperative computing，resource isolation Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/d6732fef6bbe4bf3b5a877904774a4e4
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spelling	oai:doaj.org-article:d6732fef6bbe4bf3b5a877904774a4e42021-11-29T08:00:31ZDevelopment and Prospect of Edge Intelligence for Industrial Internet2096-003410.15302/J-SSCAE-2021.02.014https://doaj.org/article/d6732fef6bbe4bf3b5a877904774a4e42021-02-01T00:00:00Zhttp://www.engineering.org.cn/en/10.15302/J-SSCAE-2021.02.014https://doaj.org/toc/2096-0034As the industrial Internet deeply integrated with manufacturing, the drive capability of industrial intelligence becomes prominent regarding the digitization and informatization of the manufacturing industry. Meanwhile, new applications propose higher requirements for service quality. Edge intelligence, a product of edge computing and artificial intelligence, completes intelligent tasks using computing resources near the data origin. It can alleviate bandwidth transmission pressure, shorten service response delay, and protect the security of private data. Hence, edge intelligence provides a possible approach to satisfy the performance requirements in industrial intelligence applications. This study reviews the research status of cooperative computing, resource isolation, privacy protection, and other key technologies in edge intelligence. Then the typical applications of edge intelligence in equipment management services, production process automation, and manufacturing assistance in the industrial Internet are analyzed in detail. Moreover, the development trend of edge intelligence for the industrial Internet is analyzed in terms of business driving mode, industrial ecology composition, alliance role, and business model. Furthermore, relevant policy suggestions are proposed. We suggest that superior resources should be integrated to establish industry standards; investment increased in basic common resources to deepen the application of the industrial Internet; a good industrial ecology created in the subdivided fields; and university–enterprise cooperation promoted to cultivate interdisciplinary personnel. Ren Yaodanjun Qi Zhengwei Guan Haibing Chen Lei 《中国工程科学》杂志社articleindustrial Internet，edge computing，edge intelligence，cooperative computing，resource isolationEngineering (General). Civil engineering (General)TA1-2040ZH中国工程科学, Vol 23, Iss 2, Pp 104-111 (2021)
institution	DOAJ
collection	DOAJ
language	ZH
topic	industrial Internet，edge computing，edge intelligence，cooperative computing，resource isolation Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	industrial Internet，edge computing，edge intelligence，cooperative computing，resource isolation Engineering (General). Civil engineering (General) TA1-2040 Ren Yaodanjun Qi Zhengwei Guan Haibing Chen Lei Development and Prospect of Edge Intelligence for Industrial Internet
description	As the industrial Internet deeply integrated with manufacturing, the drive capability of industrial intelligence becomes prominent regarding the digitization and informatization of the manufacturing industry. Meanwhile, new applications propose higher requirements for service quality. Edge intelligence, a product of edge computing and artificial intelligence, completes intelligent tasks using computing resources near the data origin. It can alleviate bandwidth transmission pressure, shorten service response delay, and protect the security of private data. Hence, edge intelligence provides a possible approach to satisfy the performance requirements in industrial intelligence applications. This study reviews the research status of cooperative computing, resource isolation, privacy protection, and other key technologies in edge intelligence. Then the typical applications of edge intelligence in equipment management services, production process automation, and manufacturing assistance in the industrial Internet are analyzed in detail. Moreover, the development trend of edge intelligence for the industrial Internet is analyzed in terms of business driving mode, industrial ecology composition, alliance role, and business model. Furthermore, relevant policy suggestions are proposed. We suggest that superior resources should be integrated to establish industry standards; investment increased in basic common resources to deepen the application of the industrial Internet; a good industrial ecology created in the subdivided fields; and university–enterprise cooperation promoted to cultivate interdisciplinary personnel.
format	article
author	Ren Yaodanjun Qi Zhengwei Guan Haibing Chen Lei
author_facet	Ren Yaodanjun Qi Zhengwei Guan Haibing Chen Lei
author_sort	Ren Yaodanjun
title	Development and Prospect of Edge Intelligence for Industrial Internet
title_short	Development and Prospect of Edge Intelligence for Industrial Internet
title_full	Development and Prospect of Edge Intelligence for Industrial Internet
title_fullStr	Development and Prospect of Edge Intelligence for Industrial Internet
title_full_unstemmed	Development and Prospect of Edge Intelligence for Industrial Internet
title_sort	development and prospect of edge intelligence for industrial internet
publisher	《中国工程科学》杂志社
publishDate	2021
url	https://doaj.org/article/d6732fef6bbe4bf3b5a877904774a4e4
work_keys_str_mv	AT renyaodanjun developmentandprospectofedgeintelligenceforindustrialinternet AT qizhengwei developmentandprospectofedgeintelligenceforindustrialinternet AT guanhaibing developmentandprospectofedgeintelligenceforindustrialinternet AT chenlei developmentandprospectofedgeintelligenceforindustrialinternet
_version_	1718407493868060672

Development and Prospect of Edge Intelligence for Industrial Internet

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