Applications of artificial intelligence in intelligent manufacturing: a review

被引:424
作者
Li, Bo-hu [1 ]
Hou, Bao-cun [2 ]
Yu, Wen-tao [2 ]
Lu, Xiao-bing [2 ]
Yang, Chun-wei [2 ]
机构
[1] China Aerosp Sci & Technol Corp, Acad 2, Beijing 100039, Peoples R China
[2] Beijing Aerosp Intelligent Mfg Technol Dev Co Ltd, Beijing 100039, Peoples R China
关键词
Artificial intelligence; Intelligent manufacturing; Intelligent manufacturing system; INDUSTRIE; 4.0;
D O I
10.1631/FITEE.1601885
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on research into the applications of artificial intelligence (AI) technology in the manufacturing industry in recent years, we analyze the rapid development of core technologies in the new era of 'Internet plus AI', which is triggering a great change in the models, means, and ecosystems of the manufacturing industry, as well as in the development of AI. We then propose new models, means, and forms of intelligent manufacturing, intelligent manufacturing system architecture, and intelligent manufacturing technology system, based on the integration of AI technology with information communications, manufacturing, and related product technology. Moreover, from the perspectives of intelligent manufacturing application technology, industry, and application demonstration, the current development in intelligent manufacturing is discussed. Finally, suggestions for the application of AI in intelligent manufacturing in China are presented.
引用
收藏
页码:86 / 96
页数:11
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