A Cyber-Physical Production System Framework of Smart CNC Machining Monitoring System | |
Zhu, Kunpeng; Zhang, Yu | |
刊名 | IEEE-ASME TRANSACTIONS ON MECHATRONICS |
2018-12-01 | |
卷号 | 23期号:6页码:2579-2586 |
关键词 | Big data analytics condition monitoring cyber-physical production system (CPPS) machining process |
ISSN号 | 1083-4435 |
DOI | 10.1109/TMECH.2018.2834622 |
英文摘要 | Computer numerical control (CNC) machine tools are now moving toward high precision, high speed, and complex functional machining. Machining monitoring system is important to achieve intelligent control of machining process to produce complex geometric features and precision parts. Traditional NC machining monitoring system is limited in data features, low in adaptability, and slow in transmission efficiency, and hard to achieve intelligent online assessment. To overcome these difficulties, this study proposes a smart monitoring system for CNC machining based on Cyber-Physical Production System (CPPS) framework. It is built on the CNC machine tool physical and virtual modeling, process monitoring, and big data analytics, and then synergized into a system through a distributed network. Under the CPPS framework, the smartmonitoring system is divided into control layer, network layer, and decision layer. The function of each layer and the key technologies of the CPPS involved are discussed. Case studies of machining process monitoring are studied in the applications. |
资助项目 | National Natural Science Foundation of China[51475443] ; CAS 100 Talents Program, Chinese Academy of Sciences |
WOS关键词 | TOOL ; MODEL ; FORCE |
WOS研究方向 | Automation & Control Systems ; Engineering |
语种 | 英语 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
WOS记录号 | WOS:000453560200006 |
内容类型 | 期刊论文 |
源URL | [http://ir.hfcas.ac.cn:8080/handle/334002/41011] |
专题 | 合肥物质科学研究院_中科院合肥物质科学研究院先进制造技术研究所 |
通讯作者 | Zhu, Kunpeng |
作者单位 | Chinese Acad Sci, Hefei Inst Phys Sci, Inst Adv Mfg Technol, Changzhou 213164, Peoples R China |
推荐引用方式 GB/T 7714 | Zhu, Kunpeng,Zhang, Yu. A Cyber-Physical Production System Framework of Smart CNC Machining Monitoring System[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS,2018,23(6):2579-2586. |
APA | Zhu, Kunpeng,&Zhang, Yu.(2018).A Cyber-Physical Production System Framework of Smart CNC Machining Monitoring System.IEEE-ASME TRANSACTIONS ON MECHATRONICS,23(6),2579-2586. |
MLA | Zhu, Kunpeng,et al."A Cyber-Physical Production System Framework of Smart CNC Machining Monitoring System".IEEE-ASME TRANSACTIONS ON MECHATRONICS 23.6(2018):2579-2586. |
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