측정시스템 분석을 위한 2차원 척도 평가
Two-Dimensional Assessment for Measurement System Analysis
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초록
Purpose: This paper reviews popular measurement system indices and proposes a procedure for assessing a measurement system using two parameters with intraclass correlation and a factor for process capability. Methods: Gage Repeatability and Reproducibility(GR&R), precision-to-tolerance ratio(PTR), number of distinct categories, producer’s and consumer’s risks are employed to assess the measurement capabilities and discuss the relationships between measurement system metrics. Results: Two-dimensional plot by two parameters is presented to assess adequacy of the measurement system and process capability. A numerical example and previously studied case study are provided for illustration. Conclusion: The procedure proposed in this paper using two-dimension parameters provides a valuable procedure and helpful guidelines to quality and production managers in assessing the capabilities of a measurement system and choosing the needed actions to be the most benefit.
Abstract
Purpose: This paper reviews popular measurement system indices and proposes a procedure for assessing a measurement system using two parameters with intraclass correlation and a factor for process capability. Methods: Gage Repeatability and Reproducibility(GR&R), precision-to-tolerance ratio(PTR), number of distinct categories, producer’s and consumer’s risks are employed to assess the measurement capabilities and discuss the relationships between measurement system metrics. Results: Two-dimensional plot by two parameters is presented to assess adequacy of the measurement system and process capability. A numerical example and previously studied case study are provided for illustration. Conclusion: The procedure proposed in this paper using two-dimension parameters provides a valuable procedure and helpful guidelines to quality and production managers in assessing the capabilities of a measurement system and choosing the needed actions to be the most benefit.
참고문헌 (15)
- Al-Rafaie, Abbas., "Evaluating Measurement and Process Capabilities by GR&R with Four Quality Measures", Measurement, 43, pp.842~851 (2010)
- Automotive Industry Action Group, "Measurement Systems Analysis, 4th ed" (2010), AIAG
- Burdick, Richard K., "A Review of Methods for Measurement Systems Capability Analysis", Journal of Quality Technology, 35, pp.342~354 (2003)
- 장무성, "비정규 측정오차의 경우 측정시스템 변동과 PTR 추정", 품질경영학회지, 35(1), pp.10~19 (2007), 한국품질경영학회
- Chen, Wen-Kuei., "Is the Isoplot an Ellipse? A Study on Isoplot for the Measurement Systems Analysis", Quality Engineering, 26, pp.350~358 (2014)
- 최천규, "6시그마 도입을 통한 EOP 측정시스템 개선 사례연구 : D사의 6시그마 활동 사례를 중심으로", 품질경영학회지, 34(3), pp.51~61 (2006), 한국품질경영학회
- Cox, David R., "A Simple Approximation for Bivariate and Trivariate Normal Integrals", International Statistical Review, 59, pp.263~269 (1991)
- Doganaksoy, Necip., "Assessment of Impact of Measurement Variability in the Presence of Multiple Sources of Product Variability", Quality Engineering, 13, pp.83~89 (2000)
- Engel, Jen., "Evaluating a Well-Known Criterion for Measurement Precision", Journal of Quality Technology, 29, pp.469~476 (1997)
- Lee, Seung-Hoon., "A Statistical Software for Measurement Systems Analysis", Journal of the Korean Society for Quality Management, 28, pp.175~195 (2000)
- Mader, Douglas P., "The Economic Impact of Measurement Error", Quality Engineering, 11, pp.563~574 (1999)
- Majeske, Karl D., "Evaluating Measurement Systems and Manufacturing Processes Using Three Quality Measures", Quality Engineering, 15, pp.243~251 (2002)
- Wheeler, Donald. J., "Evaluating the Measurement Process, 2nd ed" (1989), SPC Press
- White, T. Kelvin., "Two-Dimensional Guidelines for Measurement System Indices", Journal of Quality Technology, 27, pp.479~487 (2011)
- Woodall, William H., "Some Relationships between Gage R&R Criteria", Quality and Reliability Engineering International, 24, pp.99~106 (2008)
