R을 이용한 KS Q ISO 22514-7 측정 프로세스 능력 분석용 프로그램
A Statistical Program for Measurement Process Capability Analysis based on KS Q ISO 22514-7 Using R
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초록
Purpose: The purpose of this study is to develop a statistical program for capability analysis of measuring system and measurement process based upon KS Q ISO 22514-7. Methods: R is a powerful open source functional programming language that provides high level graphics and interfaces to other languages. Therefore, in this study, we will develop the statistical program using R language. Results: The R program developed in this study consists of the following five modules. ① Measuring system capability analysis with Type 1 study data: MSCA_Type1.R ② Measuring system capability analysis with Linearity study(Type 4 study) data: MSCA_Type4.R ③ Measurement process capability analysis with Type 1 study & Gage R&R study data: MPCA_T1GRR.R ④ Measurement process capability analysis with Type 4 study & Gage R&R study data: MPCA_T4GRR.R ⑤ Attribute measurement processes capability analysis : AttributeMP.R Conclusion: KS Q ISO 22514-7 evaluates measuring systems and measurement processes on the basis of the measurement uncertainty that was determined according to the GUM(KS Q ISO/IEC Guide 98-3). KS Q ISO 22514-7 offers precise procedures, however, computations are more intensive. The R program of this study will help to evaluate the measurement process.
Abstract
Purpose: The purpose of this study is to develop a statistical program for capability analysis of measuring system and measurement process based upon KS Q ISO 22514-7. Methods: R is a powerful open source functional programming language that provides high level graphics and interfaces to other languages. Therefore, in this study, we will develop the statistical program using R language. Results: The R program developed in this study consists of the following five modules. ① Measuring system capability analysis with Type 1 study data: MSCA_Type1.R ② Measuring system capability analysis with Linearity study(Type 4 study) data: MSCA_Type4.R ③ Measurement process capability analysis with Type 1 study & Gage R&R study data: MPCA_T1GRR.R ④ Measurement process capability analysis with Type 4 study & Gage R&R study data: MPCA_T4GRR.R ⑤ Attribute measurement processes capability analysis : AttributeMP.R Conclusion: KS Q ISO 22514-7 evaluates measuring systems and measurement processes on the basis of the measurement uncertainty that was determined according to the GUM(KS Q ISO/IEC Guide 98-3). KS Q ISO 22514-7 offers precise procedures, however, computations are more intensive. The R program of this study will help to evaluate the measurement process.
참고문헌 (10)
- Automotive Industry Action Group, "Measurement Systems Analysis" (2010)
- "Six Sigma Tools for Quality Control and Improvement" (2018)[URL]
- International Organization for Standardization, "ISO", IEC Guide 99, International Vocabulary of Metrology — Basic and General Concepts and Associated Terms (VIM), 2007
- International Organization for Standardization, "ISO", IEC Guide 98-3, Guide to the Expression of the Uncertainty in Measurement (GUM), 2008
- International Organization for Standardization, "ISO 22514-7, Statistical Methods in Process Management - Capability and Performance- Part 7: Capability of Measurement Processes", ~ (2012)
- Korean Agency for Technology and Standards, "KS Q ISO 22514-7, Statistical Methods in Process Management - Capability and Performance - Part 7: Capability of Measurement Processes", ~ (2016)
- Korean Agency for Technology and Standards, "KS Q ISO", IEC Guide 98-3, Guide to the Expression of the Uncertainty in Measurement (GUM), 2017
- 이승훈, "Type 1 Study, Gage R&R Study와 ISO 22514-7의 측정능력지수 간 연관성 분석", 품질경영학회지, 44(1), pp.77~94 (2016), 한국품질경영학회[DOI]
- "qualityTools: Statistical Methods for Quality Science" (2016)[URL]
- Verband der Automobilindustrie, "VDA Volume 5 – Capability of Measurement Processes" (2011), Berlin