Context-aware scheduling and control architecture for cyber-physical production systems
文献类型:期刊论文
作者 | Wan GX(万广喜)1,2,3,4; Dong XT(董晓婷)1,2,3,4; Dong QW(董青卫)1,2,3,4; He YP(贺云鹏)1,2,3,4; Zeng P(曾鹏)1,2,4 |
刊名 | Journal of Manufacturing Systems |
出版日期 | 2022 |
卷号 | 62页码:550-560 |
ISSN号 | 0278-6125 |
关键词 | Context-aware Ontology Reasoning Cyber-physical production systems Optimization |
产权排序 | 1 |
英文摘要 | Cyber-physical production systems provide a flexible and open mechanism for manufacturing process scheduling and control, and they also offer an opportunity to further improve the performance of systems by the joint optimization of scheduling and control (JSC). With given optimization objectives, the solution of JSC not only provides the schedule plan but also provides the optimal control parameters. However, due to the dynamic nature of the production system, it is not possible to consider all potential situations to make an ideal solution for the JSC at the beginning. Therefore, this paper formulates the problem of dynamic JSC and proposes an architecture for context-aware production scheduling and control systems, which utilizes ontology and reasoning technologies from knowledge engineering to enhance the adaptabilities of production systems. To illustrate the feasibility of the proposed architecture, we take an international competition platform as a case study and compare the performance with the champion team's system. The result shows that our system performs better than does the system of the champion team, and it also proves the feasibility of the proposed architecture. |
语种 | 英语 |
WOS记录号 | WOS:000772942000002 |
资助机构 | National Key Research and Development Program of China [2018YFB1700200] ; National Natural Science Foundation of China [U1908212 and 92067205] ; State Key Laboratory of Robotics of China [2020-Z11] |
源URL | [http://ir.sia.cn/handle/173321/30331] |
专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
通讯作者 | Zeng P(曾鹏) |
作者单位 | 1.Key Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China 3.University of Chinese Academy of Sciences, Beijing 100049, China 4.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China |
推荐引用方式 GB/T 7714 | Wan GX,Dong XT,Dong QW,et al. Context-aware scheduling and control architecture for cyber-physical production systems[J]. Journal of Manufacturing Systems,2022,62:550-560. |
APA | Wan GX,Dong XT,Dong QW,He YP,&Zeng P.(2022).Context-aware scheduling and control architecture for cyber-physical production systems.Journal of Manufacturing Systems,62,550-560. |
MLA | Wan GX,et al."Context-aware scheduling and control architecture for cyber-physical production systems".Journal of Manufacturing Systems 62(2022):550-560. |
入库方式: OAI收割
来源:沈阳自动化研究所
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