Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives☆
Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives☆
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DOI：
10.1016/j.procir.2016.10.040
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发表时间：
2016
期刊：
影响因子：
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通讯作者：
Chaoyang Zhang;P. Jiang;K. Cheng;X. Xu;Yongsheng Ma
中科院分区：
文献类型：
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作者：
Chaoyang Zhang;P. Jiang;K. Cheng;X. Xu;Yongsheng Ma
为了实现生产过程的智能控制，提出了一种数据驱动的数控机床附加信息物理系统架构。研究了信息物理系统配置设计的三个关键方面，即：附加信息物理系统的节点配置、异构节点的互连技术和数据驱动的传感器网络自适应配置方法。采用大数据分析方法，发现未知的配置规则和最优控制。最后，以制造系统实验室的一条小型柔性自动化生产线为例，给出了一个信息物理系统的应用实例。
In order to achieve the intelligent control of production processes, a data-driven add-on cyber-physical system architecture of a CNC machine tool is proposed. And three key aspects of the configuration design of the cyber-physical system are also studied, i.e., node configuration of the add-on cyber-physical system, interconnection technology of the heterogeneous nodes and data-driven adaptive configuration method of the sensor networks. A Big Data analysis method is adopted to discover the unknown configuration rules and the optimal control. Finally, a cyber-physical system based on a small-scale flexible automated production line in our Manufacturing System Lab is taken as an application case.