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A Cyber-physical System Architecture in Shop Floor for Intelligent Manufacturing

机译:车间中用于智能制造的网络物理系统架构

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A Cyber-physical System (CPS) architecture in shop floor is proposed for achieving the goals of intelligent manufacturing. The proposed architecture provides a guideline to construct a CPS system from the hardware interconnection, to the data acquisition, processing, and visualization, and the final knowledge acquisition and learning. Furthermore, three key enabling technologies are discussed, i.e ., interconnection and interoperability among different devices, industrial big data analysis for production process management and control, and intelligent decision-making based on knowledge acquisition and learning methodology. Finally, a CPS added on a small-scale flexible automated production line in our Micro Manufacturing System Lab is taken as an example to verify the feasibility of proposed CPS architecture.
机译:为了实现智能制造的目标,提出了车间的网络物理系统(CPS)架构。所提出的体系结构为从硬件互连到数据获取,处理和可视化以及最终知识获取和学习构建CPS系统提供了指导。此外,讨论了三种关键的使能技术,即不同设备之间的互连性和互操作性,用于生产过程管理和控制的工业大数据分析以及基于知识获取和学习方法的智能决策。最后,以在我们的微制造系统实验室中的小型灵活自动化生产线上添加的CPS为例,以验证所提出的CPS体系结构的可行性。

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