Abstract
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.
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Acknowledgement
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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Yang, Y., Yin, C., Li, Xb., Li, L. (2017). Multi-source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-agent. In: Zhang, L., Ren, L., Kordon, F. (eds) Challenges and Opportunity with Big Data. Monterey Workshop 2016. Lecture Notes in Computer Science(), vol 10228. Springer, Cham. https://doi.org/10.1007/978-3-319-61994-1_11
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DOI: https://doi.org/10.1007/978-3-319-61994-1_11
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