自主智能制造:社会-信息-物理交互, 参考体系架构与运作机制 : social-cyber-physical interaction, reference architecture and operation mechanism

Yao, Xifan and Huang, Yu and Huang, Yansong and Mai, Haifeng and Yang, Erfu and Yu, Hongnian (2022) 自主智能制造:社会-信息-物理交互, 参考体系架构与运作机制 : social-cyber-physical interaction, reference architecture and operation mechanism. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 28 (2). pp. 325-338. ISSN 1006-5911 (https://doi.org/10.13196/j.cims.2022.02.001)

[thumbnail of Yao-etal-CIMS-2021-Autonomous-smart-manufacturing-social-cyber-physical-interaction]
Preview
 Text. Filename: Yao_etal_CIMS_2021_Autonomous_smart_manufacturing_social_cyber_physical_interaction.pdf
Accepted Author Manuscript
License: Strathprints license 1.0
Download (10MB)| Preview

Abstract

It is an inevitable trend for smart manufacturing to move towards autonomy, but this does not mean that humans are excluded from the manufacturing system, and human-centric design of autonomous manufacturing is still needed. From the perspective of system science, based on the analysis of human-machine interaction and Industry 4.0 autonomy, the basic structure and element interactions, human roles and reference architecture of the autonomous smart manufacturing system with social-cyber-physical interaction were discussed, and the concepts of human-in-the-loop, human-on-the-loop and human-out-of-the-loop were placed respectively in the physical space, cyber space and social space of the wisdom manufacturing. As a result, a trinity autonomous social-cyber-physical production system was formed. The make-to-order production scheduling problem driven by hybrid artificial intelligence methods was taken as an example to illustrate the operation of this system.

CORE (COnnecting REpositories)