Big Data and virtualization for manufacturing cyber-physical systems: A survey of the current status and future outlook
Big Data and virtualization for manufacturing cyber-physical systems: A survey of the current status and future outlook
R. Babiceanu,R. Seker
2016 · DOI: 10.1016/j.compind.2016.02.004
Computers in industry (Print) · 430 Citations
TLDR
This work provides a review of the current status of virtualization and cloud-based services for manufacturing systems and of the use of Big Data analytics for planning and control of manufacturing operations and proposes a framework for the development of predictive manufacturing cyber-physical systems that include capabilities for attaching to the Internet of Things, and capabilities for complex event processing and Big Data algorithmic analytics.
