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外文摘要
引文資料
題名:
SPC管制圖監督自我相關製程:三種方法之比較研究
書刊名:
亞太管理評論
作者:
邵曰仁
/
李怡穎
作者(外文):
Shao, Yuehjen E.
/
Lee, Yi-in
出版日期:
2000
卷期:
5:1
頁次:
頁75-93
主題關鍵詞:
自我相關性
;
統計製程管制
;
工程製程控制
;
Autocorrelation
;
Statistical process control
;
Engineering process control
原始連結:
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相關次數:
被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:0
共同引用:0
點閱:38
統計製程管制( SPC )的主要功能之一是當製程有干擾項產生時,它能盡快的偵 測出來。 傳統之 SPC 管制圖在監督製程上有一重要假設:觀測值必須互相獨立,否則,當 自我相關性存在時,將造成假警訊之提高。 一般而言,針對 SPC 管制圖監督自我相關性資 料的處理方法為:(1) 利用自我迴歸整合移動平均模式描述自我相關性結構,而後建立殘差 值管制圖監督製程;(2) 配適指數加權移動平均模式,進而建立移動中心線指數加權移動平 均管制圖;(3) 整合工程製程管制,進而以 SPC 管制圖監督獨立之輸出偏離值。 本研究除 了推導理論說明上述三種方法之優缺點外,並配合模擬試驗,輔助說明之。
以文找文
The primary function of SPC charts is to detect the presence of disturbances as soon as when they introduce in the process. One important assumption for the traditional SPC charts requires that the monitored observations are independent to each other. Otherwise, the so called "false alarm" would be increased, and these improper signals result in the wrong interpretation and decrease the capability of SPC charts. The typical solutions for charting correlated observations can be described as the following three approaches. The first approach is in light of ARIMA modeling, and the residuals are charted by the traditional SPC charts. The second approach uses the MCEWMA charts to monitor process outputs. In the third approach, the suitable EPC is employed to tune the process to produce the independent output deviations from the target, and then the traditional SPC charts are used to monitor these independent observations. This study discusses the features of these three typica: approaches, and the limitations of these approaches are investigated. This study also addresses and evaluates the pros and cons of these three approaches by a series of simulations.
以文找文
期刊論文
1.
Macgregor, J. F.(1998)。On-line statistical process control。Chemical Engineering Progress,84(10),21-31。
2.
Shao, Y. Eric(19980100)。Integrated Application of the Cumulative Score Control Chart and Engineering Process Control。Statistica Sinica,8(1),239-252。
3.
Shao, Y. E.、Runger, G. C.、Haddock, J.、Wallace, W. A.(1999)。Adaptive controllers to integrate SPC and EPC。Communications in Statistics- Simulation and Computation,28(1),13-36。
4.
Shao, Y. E.、Chiu, C. C.(1999)。Developing identification techniques with the integrated use of SPC/EPC and neural networks。Quality and Reliability Engineering International,15,287-294。
5.
Faltin, F. W.、Mastrangelo, C. M.、Runger, G. C.、Ryan, T. P.(1997)。Considerations in the Monitoring of Autocorrelated and Independent Data。Journal of Quality Technology,29(2),131-133。
6.
Montgomery, D. C.、Mastrangelo, C. M.(1991)。Some Statistical Process Control for Autocorrelation Data。Journal of Quality Technology,23,179-193。
7.
Mastrangelo, C. M.、Montgomery, D. C.(1995)。SPC with correlated observations for the chemical and process industries。Quality and Reliability Engineering International,11,79-89。
8.
Alwan, L. C.(1992)。Effects of Autocorrelarion on Control Chart。Communications in Statistics: Theory and Methods,21,1025-1049。
9.
Robert, S. W.(1959)。Control Chart Tests Based on Geometric Moving Averages。Technometrics,1,239-250。
10.
Yourstone, S. A.、Montgomery, D. C.(1989)。Development of a Real-Time Statistical Process Control Algorithm。Quality and Reliability Engineering International,5,309-317。
11.
Wardrop, D. M.、Garcia, C. E.(1992)。Discussion of Statistical Process Monitoring and Feedback Adjustment--A Discussion。Technometrics,34(3),281-282。
12.
Box, G. E. P.、Ramirez, J.(1992)。Cumulative Score Charts。Quality and Reliability Engineering International,8,17-27。
13.
Harris, T. J.、Ross, W. H.(1991)。Statistical process control procedures for correlated observations。The Canadian Journal of Chemical Engineering,69,48-57。
14.
Alwan, L. C.、Roberts, H. V.(1988)。Time-series modeling for statistical process control。Journal of Business and Economic Statistics,6(1),87-95。
15.
Macgregor, J. F.、Harris, T. J.、Wright, J. D.(1984)。Duality between the control of processes subject to randomly occurring deterministic disturbances and ARIMA stochastic disturbances。Technometrics,26(4),389-397。
16.
Vander Wiel, S.、Tucker, W. T.、Faltin, F. W.、Doganaksoy, N.(1992)。Algorithmic Statistical Process Control: Concepts and an Application。Technometrics,34(3),286-297。
圖書
1.
Montgomery, D. C.(1996)。Introduction to Statistical Process Control。New York:John Wiley。
2.
Stephanopoulos, Georage(1984)。Chemical Process Control: An Introduction to Theory and Practice。Englewood Cliffs, New Jersey:Prentice-Hall, Inc.。
3.
Box, G. E. P.、Jenkins, G. M.、Reinsel, G. C.(1994)。Time Series Analysis: Forecasting and Control。Prentice-Hall, Inc.。
4.
Box, George E. P.、Jenkins, Gwilym M.(1970)。Time Series Analysis: Forecasting and Control。Holden-Day。
圖書論文
1.
Montgomery, D. C.、Friedman, D. J.(1989)。Statistical process control in a computer-integrated manufacturing environment。Statistical Process Control in Automated Manufacturing。New York, NY:Marcel Dehher。
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