IMPROVING STATISTICAL PROCESS MONITORING OF QUALITY CHARACTERISTIC WITH POLYNOMIAL PROFILE IN PHASE II

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AMIRI AMIRHOSSEIN; AYOUBI MONA; HAJI SEYYED RAZI ALAGHBAND SEYYED AMIRSADJAD

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Journal: PRODUCTION AND OPERATIONS MANAGEMENT Year:2012 | Volume:2 | Issue:2 (3) Page(s): 73-84

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Title

IMPROVING STATISTICAL PROCESS MONITORING OF QUALITY CHARACTERISTIC WITH POLYNOMIAL PROFILE IN PHASE II

Author(s)

AMIRI AMIRHOSSEIN | AYOUBI MONA | HAJI SEYYED RAZI ALAGHBAND SEYYED AMIRSADJAD | Issue Writer Certificate

Keywords

AVERAGE RUN LENGTHQ2

EXPONENTIALLY WEIGHTED MOVING AVERAGE CONTROL CHARTQ2

ORTHOGONAL POLYNOMIAL PROFILEQ2

STATISTICAL PROCESS CONTROLQ3

Abstract

Profile monitoring is a new research subject in STATISTICAL PROCESS CONTROL which has been recently considered by many researchers. Profile describes the relationship between a response variable and one or more independent variables. This relationship is often modeled using regression which can be simple linear, multiple linear, polynomial or sometimes nonlinear. To monitor polynomial profiles, some methods have been developed, the best of which is the orthogonal polynomial approach. One of the disadvantages of this method is the large number of control charts which are simultaneously used. In this paper, a new approach has been proposed based on orthogonal polynomial approach, in which only two control charts are used to monitor a kth-order polynomial profile. Simulation findings and AVERAGE RUN LENGTH (ARL) curve analysis imply better performance of the proposed approach compared to the existing approach. Also, using the proposed approach is much easier in practice.

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بهبود پایش پروفایل های خطی در فاز 2

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APA: Copy

AMIRI, AMIRHOSSEIN, AYOUBI, MONA, & HAJI SEYYED RAZI ALAGHBAND, SEYYED AMIRSADJAD. (2012). IMPROVING STATISTICAL PROCESS MONITORING OF QUALITY CHARACTERISTIC WITH POLYNOMIAL PROFILE IN PHASE II. PRODUCTION AND OPERATIONS MANAGEMENT, 2(2 (3)), 73-84. SID. https://sid.ir/paper/404382/en

Vancouver: Copy

AMIRI AMIRHOSSEIN, AYOUBI MONA, HAJI SEYYED RAZI ALAGHBAND SEYYED AMIRSADJAD. IMPROVING STATISTICAL PROCESS MONITORING OF QUALITY CHARACTERISTIC WITH POLYNOMIAL PROFILE IN PHASE II. PRODUCTION AND OPERATIONS MANAGEMENT[Internet]. 2012;2(2 (3)):73-84. Available from: https://sid.ir/paper/404382/en

IEEE: Copy

AMIRHOSSEIN AMIRI, MONA AYOUBI, and SEYYED AMIRSADJAD HAJI SEYYED RAZI ALAGHBAND, “IMPROVING STATISTICAL PROCESS MONITORING OF QUALITY CHARACTERISTIC WITH POLYNOMIAL PROFILE IN PHASE II,” PRODUCTION AND OPERATIONS MANAGEMENT, vol. 2, no. 2 (3), pp. 73–84, 2012, [Online]. Available: https://sid.ir/paper/404382/en

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