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Conference Paper
Data Acquisition for Control Level Automation for SMEs
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- Authors
- Rockwon Kim, Ji-Hyeong Han, Suyoung Chi
- Issue Date
- 2015-10
- Citation
- International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-4
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper proposes the architecture for a system to acquire the real-time data on the control level in the shop oor. The main role of proposed system is to generate labeled dataset while tracking a process and extracting its context. The generated dataset is combined the heterogeneous data from the sources such as production equipment, ad-hoc sensors, and key-in devices. In addition, the context is derived from a set (or a sequence) of processes, procedures, operations, or phase instances defined in ISA-88. Finally, the dataset and the context are used for the predictive analysis on the control level of the automation system.