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CLC number: TP18

On-line Access: 2017-01-20

Received: 2016-12-14

Revision Accepted: 2017-01-06

Crosschecked: 2017-01-08

Cited: 4

Clicked: 2815

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Wen-tao Yu

http://orcid.org/0000-0002-9961-7582

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Frontiers of Information Technology & Electronic Engineering  2017 Vol.18 No.1 P.86-96

http://doi.org/10.1631/FITEE.1601885


Applications of artificial intelligence in intelligent manufacturing: a review


Author(s):  Bo-hu Li, Bao-cun Hou, Wen-tao Yu, Xiao-bing Lu, Chun-wei Yang

Affiliation(s):  The Second Academy of China Aerospace Science and Technology Corporation, Beijing 100039, China; more

Corresponding email(s):   09125035@bjtu.edu.cn

Key Words:  Artificial intelligence, Intelligent manufacturing, Intelligent manufacturing system


Bo-hu Li, Bao-cun Hou, Wen-tao Yu, Xiao-bing Lu, Chun-wei Yang. Applications of artificial intelligence in intelligent manufacturing: a review[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(1): 86-96.

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Abstract: 
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.

人工智能在智能制造领域的应用研究

概要:本文基于作者团队近年来在人工智能技术应用于制造领域的研究与实践,首先,简析了"互联网+人工智能"时代核心技术飞速发展正引发制造领域的模式、手段和生态系统的重大变革以及人工智能的新发展。接着基于人工智能技术与信息通信技术、制造技术及产品有关专业技术等融合,研究提出了智能制造新模式、新手段、新业态,智能制造系统体系架构和智能制造系统技术体系。进而,从智能制造的应用技术、产业和应用示范等角度,简述智能制造领域的国内外发展现状。最后,针对我国人工智能2.0在智能制造领域应用研究内容提出了建议。

关键词:人工智能;智能制造;智能制造系统

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]Drath, R., Horch, A., 2014. Industrie 4.0: hit or hype IEEE Ind. Electron. Mag., 8(2):56-58.

[2]Evans, P.C., Annunziata, M., 2012. Industrial Internet: Pushing the Boundaries of Minds and Machines. General Electric. http://www.ge.com/docs/chapters/Industrial_Internet.pdf

[3]Ivanov, D., Dolgui, A., Sokolov, B., et al., 2016. A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory industry 4.0. Int. J. Prod. Res., 54(2):386-402.

[4]Lasi, H., Fettke, P., Kemper, H.G., et al., 2014. Industry 4.0. Business Inform. Syst. Eng., 6(4):239-242.

[5]Lee, J., Bagheri, B., Kao, H.A., 2015. A cyber-physical systems architecture for Industry 4.0-based manufacturing systems. Manuf. Lett., 3:18-23.

[6]Li, B.H., Zhang, L., Wang, S.L., et al., 2010. Cloud manufacturing: a new service-oriented networked manufacturing model. Comput. Integr. Manuf. Syst., 16(1):1-7.

[7]Li, B.H., Zhang, L., Chai, X.D., et al., 2014. Smart cloud manufacturing (cloud manufacturing 2.0)—a new paradigm and approach of smart manufacturing. Proc. Int. Intelligent Manufacturing Conf., p.26.

[8]Li, P., 2016. Accelerate the construction and application of industrial intelligent cloud platform. High Technol. Ind., (5):84-88 (in Chinese).

[9]Miao, W., 2016. Speech at the National Meeting to Exchange Pilot and Demonstration Experiences on Intelligent Manufacturing (in Chinese). http://mt.sohu.com/20160728/n461524353.shtml

[10]National Manufacturing Strategy Advisory Committee (NMSAC), Strategy Advisory Center of the Chinese Academy of Engineering (SACCAE), 2016. Intelligent Manufacturing. Publishing House of Electronics Industry, Beijing (in Chinese).

[11]Pan, Y.H., 2016. Heading toward artificial intelligence 2.0. Engineering, 2(4):409-413.

[12]Posada, J., Toro, C., Barandiaran, I., et al., 2015. Visual computing as a key enabling technology for industrie 4.0 and industrial Internet. IEEE Comput. Graph. Appl., 35(2):26-40.

[13]Ren, L., Zhang, L., Zhao, C., et al., 2013. Cloud manufacturing platform: operating paradigm, functional requirements, and architecture design. ASME Int. Manufacturing Science and Engineering Conf. collocated with the 41st North American Manufacturing Research Conf., p.1-10.

[14]Wang, X.W., 2015. Industry 4.0: Road to the Future Industry of German Manufacturing Industry 2025 (Diagram). China Machine Press, Beijing (in Chinese).

[15]Winnig, L.W., 2016. GE’s big bet on data and analytics. MIT Sloan Manag. Rev., 57:5.

[16]Yang, T., 2015. Predix: the stage pillar of Industrial Internet. China Ind. Rev., (10):76-81 (in Chinese).

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