• 제목/요약/키워드: Gauge R&R

검색결과 174건 처리시간 0.024초

측정 정밀도 추정을 위한 게이지 실험계획 프로세스 개발 및 적용 (Development and Implementation of Experimental Design Process for Estimating the Measurement Precisions)

  • 최성운
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 추계학술대회
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    • pp.557-563
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    • 2009
  • The research develops measurement processes for estimating and evaluating the gauge R&R(Reproducibility & Repeatability) using ANOVA(Analysis of Variance) of experimental design tools. The ten-step processes developed include experimental goal setting, the selection of characteristics(factors, levels), data model, ANOVA, EMS(Expected Mean Square), estimation of gauge precisions, and evaluation indexes. The three-factor combined measurement models are presented to show the processes developed in this paper.

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2단분할법 측정 실험계획에 의한 게이지 정밀도 산정 (Calculation of Gauge Precisions by Measurement Experimental Design for Split Split Plots)

  • 최성운
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 추계학술대회
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    • pp.649-657
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    • 2009
  • The paper presents the measurement split split-plot models for saving the time and cost. The split split-plot designs developed are efficiently used to estimating the gauge R&R(Reproducibility & Repeatability) when the completely randomized design of all factors(such as high pressure and temperature) is expensive and time consuming. The models studied include three split split-plots considering the type of experimental units.

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2인자 혼합모형의 제약과 비제약 설계에 의한 게이지 R&R 연구의 고찰 (Review of Gauge R&R Studies by Restricted and Unrestricted Design in the Two-Factor Mixed Model)

  • 최성운
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 추계학술대회
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    • pp.657-665
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    • 2009
  • The paper reviews gauge R&R studies by two-factor mixed models including random and fixed factors. The two-factor mixed models include restricted models and unrestricted models considering the interaction of two factors. This study also classifies the models according to the number of factors, and the combination of various factors such as random factor, fixed factor, block factor and repetition type.

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계측기 능력분석과 실험계획법 (Gauge Capability Analysis and Designed Experiments)

  • 백재욱;조진남
    • 품질경영학회지
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    • 제24권3호
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    • pp.145-159
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    • 1996
  • In today's organization, measurement plays a crucial role in helping improve process or quality. In this paper, we review the measurement error study, classical gauge repeatability and reproducibility study, and designed experiment suited for the determination of the measurement capability. Measurement error study is very simple to use but is rather crude. Hence, it should be used as a preliminary study to determine whether further study is necessary. Classical gauge repeatability and reproducibility (GR&R) study is the most common technique for evaluation of gauge capability. It calculates a percentage that relates the repeatability, reproducibility, and overall R&R to the specification range for the parameter measured. Hence, the individual repeatability and reproducibility statistics will indicate the area on which to concentrate. However, GR&R study only gives a point estimate of each component, which leaves a room for improvement. It is always good to integrate the use of control charts to ascertain the statistical stability of the measurement process. The tools of statistical experimental design are available for a comprehensive design and analysis of the measurement process. Hence, in this paper, we present gauge capability analysis as an experimental design problem and compare it with the classical GR&R study.

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GLM에서 제약과 비제약 혼합모형의 고찰 및 확장 (Extension and Review of Restricted and Unrestricted Mixed Models in the Generalized Linear Models)

  • 최성운
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 춘계학술대회
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    • pp.185-192
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    • 2009
  • The research contributes extending and reviewing of restricted (constrained) and unrestricted (unconstrained) models in GLM(Generalized Linear Models). The paper includes the methodology for finding EMS(Expected Mean Square) and $F_0$ ratio. The results can be applied to the gauge R&R(Reproducibility and Repeatability) in MSA(Measurement System Analysis).

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PEDOT:PSS기반 잉크젯 프린팅 스트레인 게이지의 제작 (Fabrication of Inkjet Printed Strain Gauge Using PEDOT:PSS)

  • 계지원;한동철;신한재;염세혁;이왕훈
    • 센서학회지
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    • 제26권1호
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    • pp.56-59
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    • 2017
  • This paper presents the Inkjet-printed strain gauge using PEDOT:PSS. The strain gauge (width 0.6 mm, length 20 mm, thickness $0.3{\mu}m$) was printed on the PET film using PEDOT:PSS ink. The resistance variation of the fabricated strain gauge was measured by the digital multi-meter with the displacement range of -4 to 10 mm. As the measured result, resistance variation (${\Delta}R/R_0$) has approximately 0.75%, linearity of 99.87%. The fabricated strain gauge is expected to the various applications such as tape type pressure sensor, PMS(pressure mapping sensor), wearable devices.

레이더 강우의 평균보정을 위한 G/R 비의 결정과 선형 회귀 문제 (Decision of G/R Ratio for the Correction of Mean-Field Bias of Radar Rainfall and Linear Regression Problem)

  • 유철상;박철순;윤정수
    • 대한토목학회논문집
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    • 제31권5B호
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    • pp.393-403
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    • 2011
  • 본 연구에서는 현재까지 경험적인 방법으로 적용되어 왔던 G/R 비를 선형 회귀선, 원점을 통과하는 선형 회귀선 및 원점과 관측자료의 무게중심을 지나는 추세선 등으로 구분하여 이론적으로 검토하였다. 이러한 검토에는 독립변수로 어떤 강우자료를 선택하느냐에 따른 문제와, 무강우 자료의 고려여부에 따른 영향 검토가 포함되었다. 이렇게 검토된 내용은 2003년에 발생한 태풍 매미 사상에 적용하여 평가하였다. 마지막으로 본 연구에서 유도된 회귀선 및 추세선을 이용한 레이더 강우의 보정결과와 관측된 우량계 강우 사이의 RMSE를 비교함으로서 최적의 G/R 비를 선정하였다. 그 결과는 다음과 같다. 먼저, 독립변수로 레이더 강우를 사용하는 것 보다는 우량계 강우를 사용하는 경우에 레이더 강우의 보정결과가 우수한 것으로 나타났다. 둘째, 무강우 자료의 영향은 레이더 및 우량계 자료의 구조에 따라 다르게 나타나는 것으로 확인되었다. 마지막으로 유도된 선형 회귀선 및 추세선의 평가 결과, 홍수 유출해석을 주목적으로 한 경우에는 독립변수에 우량계 자료를 적용하여 유도된 원점을 통과하는 선형 회귀선의 기울기를 G/R 비로 사용하는 것이 무난할 것으로 나타났다. 이 경우 무강우 자료의 영향은 상대적으로 미미한 것으로 나타났다.

단일분할법 측정 실험계획을 이용한 정밀측정도 분석 (Analysis of Measurement Precisions Using Measurement Experimental Design for Split Plot)

  • 최성운;유정상
    • 산업경영시스템학회지
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    • 제32권4호
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    • pp.223-227
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    • 2009
  • The study presents two measurement split-plot models with a restricted randomization to save cost and time. Split-plot models are used to handle HTCM (Hard To Control Measurement) factors such as high temperature and long-time catalyst control. The models developed are represented by the processes for estimating the measurement precisions, that is, gauge R&R. The study also introduces three-step procedures to indentify resolution, improve R&R reduction, and evaluate the precision effect.