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

다국어 초록 (Multilingual 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 (Reference)

1 Roth, T., "qualityTools: Statistical Methods for Quality Science"

2 Verband der Automobilindustrie, "VDA Volume 5 – Capability of Measurement Processes" Berlin 2011

3 이승훈, "Type 1 Study, Gage R&R Study와 ISO 22514-7의 측정능력지수 간 연관성 분석" 한국품질경영학회 44 (44): 77-94, 2016

4 Cano, E.L., "Six Sigma Tools for Quality Control and Improvement"

5 Automotive Industry Action Group, "Measurement Systems Analysis" 2010

6 Korean Agency for Technology and Standards, "KS Q ISO/IEC Guide 98-3, Guide to the Expression of the Uncertainty in Measurement (GUM)"

7 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"

8 International Organization for Standardization, "ISO/IEC Guide 99, International Vocabulary of Metrology — Basic and General Concepts and Associated Terms (VIM)"

9 International Organization for Standardization, "ISO/IEC Guide 98-3, Guide to the Expression of the Uncertainty in Measurement (GUM)"

10 International Organization for Standardization, "ISO 22514-7, Statistical Methods in Process Management - Capability and Performance- Part 7: Capability of Measurement Processes"