Process and Quality Data Integrated Analysis Platform for Manufacturing SMEs

• 영문명: 중소중견 제조기업을 위한 공정 및 품질데이터 통합형 분석 플랫폼
• 발행기관: 한국산업경영시스템학회
• 저자명: Hye-Min Choe(최혜민) Se-Hwan Ahn(안세환) Dong-Hyung Lee(이동형) Yong-Ju Cho(조용주)
• 간행물 정보: 『산업경영시스템학회지』제41권 제3호, 176~185쪽, 전체 10쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2018.09.30

국문 초록

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.

목차

1. 서 론

2. SQC(Statistical Quality Control)

3. 공정 및 품질 통합 분석 플랫폼

4. 통합형 분석 플랫폼 적용사례

5. 맺음말

키워드

Statistical Quality Control QMS Big Data Analysis Platform Template Monitoring