Profile Monitoring via Nonlinear Mixed Models

نویسندگان
چکیده

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Profile Monitoring via Nonlinear Mixed Models

Profile monitoring is a relatively new technique in quality control best used where the process data follows a profile (or curve) at each time period. Little work has been done on the monitoring on nonlinear profiles. Previous work has assumed that the measurements within a profile are uncorrelated. To relax this restriction we propose the use of nonlinear mixed models to monitor the nonlinear ...

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Profile monitoring is a relatively new technique in quality control used when the product or process quality is best represented by a profile (or a curve) at each time period. The essential idea is often to model the profile via some parametric method and then monitor the estimated parameters over time to determine if there have been changes in the profiles. Previous modeling methods have not i...

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phase ii nonparametric profile monitoring and decision making on process quality via a mixed model

in many statistical process control applications, the quality of a process is characterized by a profile. a profile is a function in terms of one or more explanatory variables. in profile monitoring, one is interested to monitor the performance of a process or product using this functional relationship. control charts for monitoring nonparametric profiles are useful when the relationship is too...

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Nonparametric Profile Monitoring by Mixed Effects Modeling

In some applications, quality of a process is characterized by the functional relationship between a response variable and one or more explanatory variables. Profile monitoring is for checking the stability of this relationship over time. Control charts for monitoring nonparametric profiles are useful when the relationship is too complicated to be described parametrically. Most existing control...

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ژورنال

عنوان ژورنال: Journal of Quality Technology

سال: 2009

ISSN: 0022-4065,2575-6230

DOI: 10.1080/00224065.2009.11917757