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학술대회 Data Acquisition for Control Level Automation for SMEs: Requirements and Architecture
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저자
김록원, 한지형, 지수영
발행일
201510
출처
International Conference on Big Data Applications and Services (BigDAS) 2015, pp.1-4
DOI
https://dx.doi.org/10.1145/2837060.2837090
협약과제
15PC5200, 중소 제조산업의 4M (Man, Machine, Materiel, Method) 데이터 통합 분석을 활용한 프리틱디브 매뉴펙춰링 시스템 개발 , 지수영
초록
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.
키워드
Data acquisition system, Manufacturing data management, Production data integration
KSP 제안 키워드
Ad hoc, Automation System, Data Acquisition(DAQ), Heterogeneous data, Manufacturing data management, Production data integration, Production equipment, Real-time data, data acquisition system, predictive analysis