Title of article :
Process Capability Index for Logistic Regression Profile Based on pmk S Index
Author/Authors :
Rezaye Abbasi Charkhi, M Industrial Engineering Department - Faculty of Engineering - Amirkabir University of Technology Tehran Polytechnic, Tehran, Iran , Aminnayeri, M Industrial Engineering Department - Faculty of Engineering - Amirkabir University of Technology Tehran Polytechnic, Tehran, Iran , Amiri, A Industrial Engineering Department - Faculty of Engineering, Shahed University, Tehran, Iran
Pages :
7
From page :
1186
To page :
1192
Abstract :
Profile is a relationship between a response variable and one or more independent variables which can describe quality of a process or a product. On the other hand, for an in-control process, capability indices are criteria for the process quality improvement that allows to meet customers’ expectations. Despite a considerable number of applications and monitoring methods already proposed for profiles, a few researches have been focused on the process capability index of profiles. In this paper, we propose a new Spmk index to measure the process capability when the quality of the process is characterized by a logistic regression profile. The performance of the proposed index is evaluated through simulations. Finally, the application of the proposed index is illustrated through a real case.
Farsi abstract :
پروفايل رابطه اي ميان يك متغير پاسخ و يك يا چند متغير مستقل است كه بيانگر كيفيت محصول و يا عملكرد فرآيند است. از طرف ديگر شاخص‌هاي توانايي فرآيند معياري براي بهبود كيفيت فرايند براي براورد انتظارات مشتري هستند. اگرچه تا كنون موارد كاربردي زيادي براي پروفايل‌ها مطرح ، و روش هاي مختلفي براي پروفايل‌ها ارائه شده است، اما تحقيقات چنداني در زمينه تعيين شاخص توانايي فرآيند در پروفايل ها انجام نشده است. در اين مقاله يك شاخص Spmk جديد براي پايش قابليت فرآيند پروفايل لجستيك پيشنهاد مي شود. عملكرد اين شاخص به وسيله مطالعات شبيه سازي ارزيابي ، و نهايتا عملكرد آن با يك مثال واقعي نشان داده مي شود.
Keywords :
profile monitoring , logistic profile , processes capability index
Journal title :
Astroparticle Physics
Serial Year :
2015
Record number :
2406996
Link To Document :
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