计算机集成制造系统 ›› 2022, Vol. 28 ›› Issue (7): 2064-2074.DOI: 10.13196/j.cims.2022.07.012

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群智融合的制造业智慧空间建模方法

刘佳琪1,郭斌1+,任磊2,王晨3,张莉4,於志文1   

  1. 1.西北工业大学计算机学院
    2.北京航空航天大学自动化科学与电气工程学院
    3.清华大学大数据系统软件国家工程研究中心
    4.北京航空航天大学软件学院
  • 出版日期:2022-07-31 发布日期:2022-07-31
  • 基金资助:
    国家重点研发计划资助项目(2019YFB1703901);国家杰出青年科学基金资助项目(62025205);国家自然科学基金资助项目(62032020,61725205,62002292)。

Modeling for crowd intelligence based manufacturing intelligent space

LIU Jiaqi1,GUO Bin1+,REN Lei2,WANG Chen3,ZHANG Li4,YU Zhiwen1   

  1. 1.School of Computer Science,Northwestern Polytechnical University
    2.School of Automation Science and Electrical Engineering,Beihang University
    3.National Engineering Research Center for Big Data Software,Tsinghua University
    4.College of Software,Beihang University
  • Online:2022-07-31 Published:2022-07-31
  • Supported by:
    Project supported by the National Key Research and Development Program,China(No.2019YFB1703901),the National Science Fund for Distinguished Young Scholars,China(No.62025205),and the National Natural Science Foundation,China(No.62032020,61725205,62002292).

摘要: 推动工业产品互联互通、打造群智融合的制造业智慧空间是国家制造业发展重大需求之一。制造业包含人、机、物3类制造要素群,它们之间存在着复杂的交互关系,共同构建起群智制造业空间。然而,传统制造业中各要素智能化程度有限,交互方式以集中式、预定义协作为主,严重阻碍了其智能化进程。鉴于此,从系统论角度出发对制造业智慧空间进行数学建模。给出了制造业智慧空间组分、结构的定义,并将其与传统制造业进行对比,指出制造业智慧空间所特有的自组织、自适应、自演化能力,并结合生物体群智介绍了其产生的内在机理。

关键词: 制造业智慧空间, 数学建模, 群体融合, 生物智能驱动

Abstract: A significant requirement in national manufacturing development is to connect industrial products and build a crowd manufacturing intelligent space.There are three types of elements in manufacturing industry:human,machine and things.The three elements interact with each other and form the crowd manufacturing intelligent space.However,the elements in the traditional manufacturing industry have limited intelligence and interact with each other in a centralized and predefined way,which seriously hinders its intellectualization.The crowd manufacturing intelligent space was mathematically modeled with system theory.Specifically,the component and structure of the crowd manufacturing intelligent space was introduced and compared with the traditional manufacturing industry,then the space was demonstrated had self-organization,self-adaption as well as self-evolution abilities,and its inner mechanism with biological crowd intelligence was also illustrated.

Key words: manufacturing intelligent space, mathematical modeling, crowd intelligence, biological intelligence inspiration

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