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http://dx.doi.org/10.3745/KTSDE.2015.4.9.357

A Design for Realtime Monitoring System and Data Analysis Verification TA to Improve the Manufacturing Process Using HW-SW Integrated Framework  

Kim, Jae Chun ((주)나라시스템)
Jin, Seon A ((주)나라시스템 기업부설연구소)
Park, Young Hee (한국폴리텍대학 정보통신시스템과)
Noh, Seong Yeo (동명대학교 항만물류시스템학과)
Lee, Hyun Dong ((주)나라시스템 기업부설연구소)
Publication Information
KIPS Transactions on Software and Data Engineering / v.4, no.9, 2015 , pp. 357-370 More about this Journal
Abstract
Massive data occurred in a manufacturing place is able to fulfill very important roll to improve the manufacturing process. Domestic manufacturing business has been making an multilateral effort to react the change of manufacturing circumstance, but it undergoes many difficulties due to technical weakness. Coatings is a type of paint. It protect products by forming a film layer on the products and assigns various properties to those. The research of coatings is one of the fields studied actively in the polymer industry. The importance of the coatings in various industries is more increased. However, the industry still performs a mixing process in dependence on operator's experiences. In this paper, we propose a design for realtime monitoring system and data analysis verification TA to improve the manufacturing process using HW-SW integrated framework. Analysis results from the proposed framework are able to improve the coatings formulation process by collecting more quantitative reference data for work and providing it to work place. In particular, the framework may reduce the deterioration and loss cost which are caused by absence of a standard data as a accurate formulation criteria. It also may suggest a counterplan regarding errors which can be occurred in the future by deriving a standard calibration equation from the analysis using R and Design of Experiments about an error data generated in the mixing step.
Keywords
Data Analysis; Framework; Coatings Mixing Process; Technical Architecture;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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