Multi-source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-agent

  • Yun Yang
  • Chao Yin
  • Xiao-bin LiEmail author
  • Liang Li
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10228)


Currently, CNC machine tools in manufacturing system are no longer effective in Multi-source data acquisition, real-time interaction and remote monitoring due to the poor ability of compatibility, cross-platform performance, and remote service. An information model and index system for multilayer operation situation considering the information’s multi-source characteristics of CNC machine tools in the intelligent manufacturing environment are built in this paper, and a new approach to realize the multi-source data intelligent acquisition and monitoring based upon Multi-Agent is proposed. Especially, it focuses on the key technologies of intelligent multi-source data acquisition and visualized dynamic monitoring based on OPC and multi-agent. Finally, these analyses are illustrated in a real CNC machine tool VMC1060L and the result shows that it’s an effective approach which has a better performance in practical application.


CNC machine tools Multi-source information Multi-agent MTConnect 



This work was supported by the National High-Tech. R&D Program, China. (No. 2015AA043801), and the Science and Technology Program of Guangdong Province (No. 2015A010103022).


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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  1. 1.State Key Laboratory of Mechanical TransmissionChongqing UniversityChongqingChina
  2. 2.School of Economics and Business AdministrationChongqing UniversityChongqingChina
  3. 3.Chongqing HITECH Information-Based Manufacturing Productivity Promotion Center Co. Ltd.ChongqingChina

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