PHASE II LOGISTIC PROFILE MONITORING

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SAGHAEI A.; REZAZADEH SAGHAEI M.; NOOROSSANA R.; DORRI M.

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Journal Paper

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Journal: International Journal of Industrial Engineering & Production Research Year:2012 | Volume:23 | Issue:4 Page(s): 291-299

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Information Journal Paper

Title

PHASE II LOGISTIC PROFILE MONITORING

Author(s)

SAGHAEI A. | REZAZADEH SAGHAEI M. | NOOROSSANA R. | DORRI M. | Issue Writer Certificate

Keywords

AVERAGE RUN LENGTH

BINARY RESPONSE

LOGISTIC REGRESSION MODEL

PROFILE MONITORING

STATISTICAL PROCESS CONTROL

Abstract

In many industrial and non-industrial applications the quality of a process or product is characterized by a relationship between a response variable and one or more explanatory variables. This relationship is referred to as profile. In the past decade, PROFILE MONITORING has been extensively studied under the normal response variable, but it has paid a little attention to the profile with the non-normal response variable. In this paper, the focus is especially on the BINARY RESPONSE followed by the bernoulli distribution due to its application in many fields of science and engineering. Some methods have been suggested to monitor such profiles in phase I, the modeling phase, however, no method has been proposed for monitoring them in phase II, the detecting phase. In this paper, two methods are proposed for phase II logistic PROFILE MONITORING. The first method is a combination of two exponentially weighted moving average (EWMA) control charts for mean and variance monitoring of the residuals defined in LOGISTIC REGRESSION MODELs and the second method is a multivariate T2 chart to monitor model parameters. The simulation study is done to investigate the performance of the methods.

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APA: Copy

SAGHAEI, A., REZAZADEH SAGHAEI, M., NOOROSSANA, R., & DORRI, M.. (2012). PHASE II LOGISTIC PROFILE MONITORING. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), 23(4), 291-299. SID. https://sid.ir/paper/585978/en

Vancouver: Copy

SAGHAEI A., REZAZADEH SAGHAEI M., NOOROSSANA R., DORRI M.. PHASE II LOGISTIC PROFILE MONITORING. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH)[Internet]. 2012;23(4):291-299. Available from: https://sid.ir/paper/585978/en

IEEE: Copy

A. SAGHAEI, M. REZAZADEH SAGHAEI, R. NOOROSSANA, and M. DORRI, “PHASE II LOGISTIC PROFILE MONITORING,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), vol. 23, no. 4, pp. 291–299, 2012, [Online]. Available: https://sid.ir/paper/585978/en

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