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Process and Quality Data Integrated Analysis Platform for Manufacturing SMEs KCI 등재
중소중견 제조기업을 위한 공정 및 품질데이터 통합형 분석 플랫폼
- 언어KOR
- URLhttps://db.koreascholar.com/Article/Detail/357129
pp.176-185
With the recent development of manufacturing technology and the diversification of consumer needs, not only the process and quality control of production have become more complicated but also the kinds of information that manufacturing facilities provide the user about process have been diversified. Therefore the importance of big data analysis also has been raised. However, most small and medium enterprises (SMEs) lack the systematic infrastructure of big data management and analysis. In particular, due to the nature of domestic manufacturing companies that rely on foreign manufacturers for most of their manufacturing facilities, the need for their own data analysis and manufacturing support applications is increasing and research has been conducted in Korea. This study proposes integrated analysis platform for process and quality analysis, considering manufacturing big data database (DB) and data characteristics. The platform is implemented in two versions, Web and C/S, to enhance accessibility which perform template based quality analysis and real-time monitoring. The user can upload data from their local PC or DB and run analysis by combining single analysis module in template in a way they want since the platform is not optimized for a particular manufacturing process. Also Java and R are used as the development language for ease of system supplementation. It is expected that the platform will be available at a low price and evolve the ability of quality analysis in SMEs.
2. SQC(Statistical Quality Control)
2.1 관련 연구
3. 공정 및 품질 통합 분석 플랫폼
3.1 템플릿 기반의 품질분석모듈
3.2 시스템 애플리케이션
3.2.1 Web 시스템
3.2.2 C/S 시스템
4. 통합형 분석 플랫폼 적용사례
4.1 BLDC 정밀모터 조립 테스트베드 현황
4.2 플랫폼을 활용한 분석절차 연구
5. 맺음말
5.1 시사점 및 기대효과
5.2 향후 연구방향
Acknowledgements
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