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International Journal of Industrial Engineering and Productional Research-، جلد ۲۳، شماره ۴، صفحات ۲۹۱-۲۹۹
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| عنوان فارسی |
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| چکیده فارسی مقاله |
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| کلیدواژه‌های فارسی مقاله |
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| عنوان انگلیسی |
Phase II logistic profile monitoring |
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| چکیده انگلیسی مقاله |
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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| کلیدواژه‌های انگلیسی مقاله |
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| نویسندگان مقاله |
عباس سقایی | abbas saghaei
science and research branch, islamic azad university
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)
مریم رضازاده سقایی | maryam rezazadeh saghaei
parsian quality and productivity research center
رسول نورالسنای | rasoul noorossana
iran university of science and technology
سازمان اصلی تایید شده: دانشگاه علم و صنعت ایران (Iran university of science and technology)
مهدی دوری | mehdi doori
islamic azad university-south tehran branch
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)
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| نشانی اینترنتی |
http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-279-3&slc_lang=en&sid=en |
| فایل مقاله |
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| کد مقاله (doi) |
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| زبان مقاله منتشر شده |
en |
| موضوعات مقاله منتشر شده |
کنترل کیفیت |
| نوع مقاله منتشر شده |
پژوهشی |
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