Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0
Edge intelligence is the combination of Artificial Intelligence (AI) and edge computing, which can meet the key requirements of digital industry in real-time business, data optimization and intelligence application etc. In this article, we propose the concept of edge intelligence 2.0, and an industr...
| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
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《光通信研究》编辑部
2021-04-01
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| Series: | Guangtongxin yanjiu |
| Subjects: | |
| Online Access: | http://www.gtxyj.com.cn/thesisDetails#10.13756/j.gtxyj.2021.02.002&lang=zh |
| _version_ | 1811296474432012288 |
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| author | Wei LIU Wei ZHANG |
| author_facet | Wei LIU Wei ZHANG |
| author_sort | Wei LIU |
| collection | DOAJ |
| description | Edge intelligence is the combination of Artificial Intelligence (AI) and edge computing, which can meet the key requirements of digital industry in real-time business, data optimization and intelligence application etc. In this article, we propose the concept of edge intelligence 2.0, and an industrial internet platform based on open source framework is designed and built. Combining with the concept of cloud-network integration, cloud-edge collaboration and edge-edge collaboration, we achieve four in one collaboration of cloud, network, edge and terminal equipment. Finally, the edge intelligence technology is applied to Surface Mounted Technology (SMT) production line, through data modeling, analysis and optimizing technological parameters. Therefore, the manufacturing enterprises can reduce the costs and inventory with improved quality and efficiency. |
| first_indexed | 2024-04-13T05:49:53Z |
| format | Article |
| id | doaj.art-f79879cd95b3499693d6bc3fb463d3b7 |
| institution | Directory Open Access Journal |
| issn | 1005-8788 |
| language | zho |
| last_indexed | 2024-04-13T05:49:53Z |
| publishDate | 2021-04-01 |
| publisher | 《光通信研究》编辑部 |
| record_format | Article |
| series | Guangtongxin yanjiu |
| spelling | doaj.art-f79879cd95b3499693d6bc3fb463d3b72022-12-22T02:59:50Zzho《光通信研究》编辑部Guangtongxin yanjiu1005-87882021-04-010002713,5810.13756/j.gtxyj.2021.02.0021005-8788(2021)02-0007-07Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0Wei LIUWei ZHANGEdge intelligence is the combination of Artificial Intelligence (AI) and edge computing, which can meet the key requirements of digital industry in real-time business, data optimization and intelligence application etc. In this article, we propose the concept of edge intelligence 2.0, and an industrial internet platform based on open source framework is designed and built. Combining with the concept of cloud-network integration, cloud-edge collaboration and edge-edge collaboration, we achieve four in one collaboration of cloud, network, edge and terminal equipment. Finally, the edge intelligence technology is applied to Surface Mounted Technology (SMT) production line, through data modeling, analysis and optimizing technological parameters. Therefore, the manufacturing enterprises can reduce the costs and inventory with improved quality and efficiency.http://www.gtxyj.com.cn/thesisDetails#10.13756/j.gtxyj.2021.02.002&lang=zhedge computingindustrial internet platformedge intelligencesmt production line |
| spellingShingle | Wei LIU Wei ZHANG Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 Guangtongxin yanjiu edge computing industrial internet platform edge intelligence smt production line |
| title | Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 |
| title_full | Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 |
| title_fullStr | Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 |
| title_full_unstemmed | Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 |
| title_short | Research on Industrial Internet Platform Architecture and Application based on Edge Intelligence 2.0 |
| title_sort | research on industrial internet platform architecture and application based on edge intelligence 2 0 |
| topic | edge computing industrial internet platform edge intelligence smt production line |
| url | http://www.gtxyj.com.cn/thesisDetails#10.13756/j.gtxyj.2021.02.002&lang=zh |
| work_keys_str_mv | AT weiliu researchonindustrialinternetplatformarchitectureandapplicationbasedonedgeintelligence20 AT weizhang researchonindustrialinternetplatformarchitectureandapplicationbasedonedgeintelligence20 |