• Title/Summary/Keyword: Quality Deviation

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Estimations of Measurement System Variability and PTR under Non-normal Measurement Error (비정규 측정오차의 경우 측정시스템 변동과 PTR 추정)

  • Chang, Mu-Seong;Kim, Sang-Boo
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2006.11a
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    • pp.199-204
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    • 2006
  • ANOVA is widely used for measurement system analysis. It assumes that the measurement error is normally distributed, which may not be seen in some industrial cases. In this study, the estimates of the measurement system variability and PTR (precision-to-tolerance ratio) are obtained by using weighted standard deviation for the case where the measurement error is non-normally distributed. The Standard Bootstrap method is used for estimating confidence intervals of measurement system variability and PTR. The point and confidence interval estimates for the cases with normally distributed measurement error are compared to those with non-normally distributed measurement errors through computer simulation.

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A Study on Quantitative Method of Piperine in Pure Ground Black Pepper (후추중의 Piperine 정량법에 관한 연구)

  • 고종명
    • Journal of Food Hygiene and Safety
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    • v.10 no.3
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    • pp.169-174
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    • 1995
  • Piperine, component of pure ground black pepper, has strong stimulative and hot. Analytical method for piperine was developed by high performance liquid chromatography. Analytical conditions are as follows, mobile phase is 70% methanol, detector UV 343 nm (0.05 AuFs), column is Novapak 5 C18 (15 cm $\times$ 4.6mm), flow rate is 1.0ml/min, chart speed is 0.25 cm/min and injection volume is 20 ul. Analytical results are as follows that relative standard deviation is 1.15%, calibration curve is y=170473.1x-7848.5 (R2=0.999) that shows good linearity. Standard solution of piperine is stable up to 10 hr and content of piperine in pureground black pepper is 4.97$\pm$0.86% Retention time of piperine in HPLC method is about 7 min. Therefore, the developed HPLC method including simple pretreatment of sample will be contribute to quality mangement.

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Development and application of the new ASC system in No.2 cold rolling mill (2 냉연 신형상제어 시스템 개발 및 적용)

  • 박남수;심민석
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.1068-1071
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    • 1996
  • Good shape on flat rolled product is necessary to meet today's customer quality requirement. To meet the increasing demand in quality of strip shape from downstream customers, POSCO has replaced the Automatic Shape Control(ASC) system with the existing one that had used noncontact type measuring system at No.2 Cold Rolling Mill, Pohang works in October, 1995. The strip shape is influenced by the profile, roll crown, bending control, skew control system, as well as work roll cooling system. We have used ASC to adjust those factors in Cold Rolling Mill that could get a satisfactory result, almost less than .+-.5 1-unit deviation from the target shape. However, the downstream customer(i.e. Continuos Annealing Line) wants a good shape not only at the moment of exit of roll bite, but after rolling without tension. In this investigation, the difference will be discussed and how deal with this problem.

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WINDSCREEN INSTALLED AT THE BOAO 1.8M TELESCOPE DOME (보현산천문대 1.8m 망원경 돔의 방풍막 설치)

  • KIM SEUNG-LEE;SEONG HYEON-CHEOL;YUK IN-SOO;NOH JIN-HYUNG
    • Publications of The Korean Astronomical Society
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    • v.13 no.1 s.14
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    • pp.65-73
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    • 1998
  • We installed windscreen at the BOAO 1.8m telescope dome, in order to reduce the degradation of image Quality under strong wind larger than 8m/sec. The windscreen was designed on the basis of that installed at the MSSSO 2.3m telescope dome in Australia. We developed control system (remote control and user program) of the windscreen, being able to operate the windscreen at observation room. We tested the performance of the windscreen under strong wind of 6-15m/see. Tracking error of the telescope, especially in altitude-axis, was greatly decreased when the windscreen was used. Standard deviation of the error was estimated to be less than 0.3arcsec, which has little effect on image quality.

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A Study on Robust Design Optimization of Layered Plates Bonding Process Considering Uncertainties (적층판 결합공정의 불확정성을 고려한 강건최적설계)

  • Choi Joo-Ho;Lee Woo-Hyuk;Youn Byeng-Dong;Xi Zhimin
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2006.04a
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    • pp.836-840
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    • 2006
  • Design optimization of layered plates bonding process is conducted to achieve high product quality by considering uncertainties in a manufacturing process. During the cooling process of the sequential sub-processes, different thermal expansion coefficients lead to residual stress and displacement. thus resulting in defects on the surface of the adherent. So robust process optimization is performed to minimize the residual stress mean and variation of the assembly while constraining the distortion as well as the instantaneous maximum stress to the allowable limits. In robust process optimization, the dimension reduction (DR) method is employed to quantify both reliability and quality of the layered plate bonding. Using this method. the average and standard deviation is estimated. Response surface is constructed using the statistical data obtained by the DRM for robust objectives and constraints. from which the optimum solution is obtained.

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Design of the Modified Bounded Adjustment Scheme with Run Rules (런규칙을 사용한 개량된 경계선 수정계획의 설계)

  • 박창순;정윤준
    • Journal of Korean Society for Quality Management
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    • v.32 no.1
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    • pp.144-154
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    • 2004
  • The bounded adjustment is known to be more efficient than repeated adjustment when the cost is incurred for engineering process control. The procedure of the bounded adjustment is to adjust the process when the one-step predicted deviation exceeds the adjustment limit by the amount of the prediction. In this paper, two run rules are proposed and studied In order to improve the efficiency of the traditional bounded adjustment procedure. The efficiency is studied in terms of the standardized cost through Monte Carlo simulation when the procedure is operated with and without the run rules. The adjustment procedure operated with run rules turns out to be more robust for changes in the process and cost parameters.

The Design of Robust Control Chart for A Contaminated Process (오염된 공정을 위한 로버스트 관리도의 설계)

  • Kim, Yong-Jun;Kim, Dong-Hyuk;Chung, Young-Bae
    • Journal of Korean Society for Quality Management
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    • v.40 no.3
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    • pp.327-336
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    • 2012
  • Purpose: In this study, we research the hurdle rate method to suggest the robust control chart for a contaminated process less vulnerable to fault values than existing control charts. Methods: We produce the results of p, ARL values to compare the performance of two control charts, $\bar{x}-s$ that has been used typically and TM-TS that is suggested by this paper. We implement the simulation focusing on three cases, change of deviation, mean and both of them. Results: We draw a conclusion that the TM-TS control chart has better efficiency than $\bar{x}-s$ control chart over the three cases. Conclusion: We insist that applying TM-TS control chart for a polluted process is more effective than $\bar{x}-s$ control chart.

런규칙을 사용한 개량된 경계선 수정계획의 설계와 Markov 연쇄의 적용

  • 박창순
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2004.04a
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    • pp.413-418
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    • 2004
  • The bounded adjustment is known to be more efficient than repeated adjustment when the cost is incurred for engineering process control. The procedure of the bounded adjustment is to adjust the process when the one-step predicted deviation exceeds the adjustment limit by the amount of the prediction. In this paper, two run rules are proposed and studied in order to improve the efficiency of the traditional bounded adjustment procedure. The efficiency is studied in terms of the standardized cost through Monte Carlo simulation when the procedure is operated with and without the run rules. The adjustment procedure operated with run rules turns out to be more robust for changes in the process and cost parameters. The Markov chain approach for calculating the properties of the run rules is also studied.

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A Combined Process Control Procedure by Monitoring and Repeated Adjustment

  • Park, Changsoon
    • Communications for Statistical Applications and Methods
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    • v.7 no.3
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    • pp.773-788
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    • 2000
  • Statistical process control (SPC) and engineering process control (EPC) are based on different strategies for processes quality improvement. SPC reduces process variability by detecting and eliminating special causes of process variation. while EPC reduces process variability by adjusting compensatory variables to keep the quality variable close to target. Recently there has been needs for a process control proceduce which combines the tow strategies. This paper considers a combined scheme which simultaneously applies SPC and EPC techniques to reduce the variation of a process. The process model under consideration is an integrated moving average(IMA) process with a step shift. The EPC part of the scheme adjusts the process back to target at every fixed monitoring intervals, which is referred to a repeated adjustment scheme. The SPC part of the scheme uses an exponentially weighted moving average(EWMA) of observed deviation from target to detect special causes. A Markov chain model is developed to relate the scheme's expected cost per unit time to the design parameters of he combined control scheme. The expected cost per unit time is composed of off-target cost, adjustment cost, monitoring cost, and false alarm cost.

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A Process Capability Index $C_{pd}$ Consistent with the Proportion of Nonconforming Items (불량률과 이치하는 공정능력 지수 $C_{pd}$)

  • Im, Tae-Jin;Pyun, Si-Sub
    • Journal of Korean Society for Quality Management
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    • v.28 no.2
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    • pp.103-122
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    • 2000
  • Process capability indices (PCI) $C_p\;C_{pk},\;C_m,\;and\;C_{pmk}$ are widely used to evaluate the process performance. The PCI's have been evolved to consider the 'off targetness' more adequately. However, all of these indices are found to be inconsistent with the proportion of nonconforming items, in some cases. That is, the PCI for a process may result in higher value even when the proportion of defectives increases. For these reasons, we propose a new capability index, $c_{pd}$, which is consistent with the defect rate. The characteristics of the new PCI, $c_{pd}$ are investigated with respect to the existing PCI's. Some statistical properties of an estimator for $c_{pd}$ are also investigated by a Monte Carlo simulation. Sensitivity study under minor deviation from normality is also performed to show the robustness of $c_{pd}$. A good estimator for $c_{pd}$ is under study.

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