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《中国机械工程学报(英文版)》 2015-06
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Shared and Service-oriented CNC Machining System for Intelligent Manufacturing Process

LI Yao;LIU Qiang;TONG Ronglei;CUI Xiaohong;School of Mechanical Engineering, Beihang University;Beijing Engineering Technological Research Center of High-efficient & Green CNC Machining Process and Equipment,Beihang University;  
To improve efficiency, reduce cost, ensure quality effectively, researchers on CNC machining have focused on virtual machine tool, cloud manufacturing, wireless manufacturing. However, low level of information shared among different systems is a common disadvantage. In this paper, a machining database with data evaluation module is set up to ensure integrity and update. An online monitoring system based on internet of things and multi-sensors "feel" a variety of signal features to "percept" the state in CNC machining process. A high efficiency and green machining parameters optimization system "execute" service-oriented manufacturing, intelligent manufacturing and green manufacturing. The intelligent CNC machining system is applied in production. CNC machining database effectively shares and manages process data among different systems. The prediction accuracy of online monitoring system is up to 98.8% by acquiring acceleration and noise in real time. High efficiency and green machining parameters optimization system optimizes the original processing parameters, and the calculation indicates that optimized processing parameters not only improve production efficiency, but also reduce carbon emissions. The application proves that the shared and service-oriented CNC machining system is reliable and effective. This research presents a shared and service-oriented CNC machining system for intelligent manufacturing process.
【Fund】: Supported by National Defense Basic Scientific Research of China(Grant No.A2120110002);; National Science Foundation of China(Grant No.11290144);; Major National Science and Technology Special Project of China(Grant Nos.2010ZX04014-052 2010ZX0414-017)
【CateGory Index】: TG659
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