Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 372-377 |
| Number of pages | 6 |
| Journal | Procedia CIRP |
| Volume | 56 |
| DOIs | |
| State | Published - 2016 |
| Event | 9th International Conference on Digital Enterprise Technology - Intelligent Manufacturing in the Knowledge Economy Era, DET 2016 - Nanjing, China Duration: 29 Mar 2016 → 31 Mar 2016 |
Keywords
- cyber-physical system
- industrial big data
- intelligent manufacturing
- knowledge learning
Fingerprint
Dive into the research topics of 'A Cyber-physical System Architecture in Shop Floor for Intelligent Manufacturing'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver