Journal
9TH INTERNATIONAL CONFERENCE ON DIGITAL ENTERPRISE TECHNOLOGY - INTELLIGENT MANUFACTURING IN THE KNOWLEDGE ECONOMY ERA
Volume 56, Issue -, Pages 372-377Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.procir.2016.10.059
Keywords
cyber-physical system; intelligent manufacturing; industrial big data; knowledge learning
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Funding
- National Science Foundation of China [51275396]
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A Cyber-physical System (CPS) architecture in shop floor is proposed for achieving the goals of intelligent manufacturing. The proposed architecture provides a guideline to construct a CPS system from the hardware interconnection, to the data acquisition, processing, and visualization, and the final knowledge acquisition and learning. Furthermore, three key enabling technologies are discussed, i.e., interconnection and interoperability among different devices, industrial big data analysis for production process management and control, and intelligent decision-making based on knowledge acquisition and learning methodology. Finally, a CPS added on a small-scale flexible automated production line in our Micro Manufacturing System Lab is taken as an example to verify the feasibility of proposed CPS architecture. (C) 2016 The Authors. Published by Elsevier B.V.
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