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智能工业系统智慧云设计技术

  • Bohu Li
  • , Tingyu Lin*
  • , Zhengxuan Jia
  • , Guoqiang Shi
  • , Yingying Xiao
  • , Yingxi Zhang
  • , Bi Zeng
  • , Heyu Li
  • , Liqin Guo
  • *此作品的通讯作者
  • Beijing Simulation Center
  • CAS - Institute of Electronics

科研成果: 期刊稿件文章同行评审

摘要

Global technological and industrial revolution is bringing about disruptive influence on worldwide industry currently. Particularly, the fast development of new generation of artificial intelligence pushing forward the intelligent industrial system integration of human, cyber space and physical space, which will bring another industrial revolution. Under such circumstances, a smart cloud design technique applied to intelligent industrial control system was proposed based on data driven approach, together with its continuous improving execution mode, unified intelligent learning algorithm framework and effective training and transferring methods based on cyber-physical system. The proposed technique was applied to the control of a robot arm for cargo fetching as verification, and the experimental results showed effectiveness of the proposed technique in terms of both performance and efficiency by comparing with the existing manual configuration approach. The experimental results also confirmed the effectiveness of the proposed technique as a concrete guidance and framework for the realization of intelligent industrial system.

投稿的翻译标题Smart cloud design technology applied to intelligent industrial system
源语言繁体中文
页(从-至)3090-3102
页数13
期刊Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
25
12
DOI
出版状态已出版 - 1 12月 2019
已对外发布

关键词

  • Artificial intelligence
  • Cyber-physical system
  • Intelligent industrial system
  • Smart cloud based design

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