جلد 24، شماره 4 - ( 9-1392 )                   جلد 24 شماره 4 صفحات 297-305 | برگشت به فهرست نسخه ها


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fallah nezhad M S. Application of Decision on Beliefs for Fault Detection in uni-variate Statistical Process Control. IJIEPR. 2013; 24 (4) :297-305
URL: http://ijiepr.iust.ac.ir/article-1-360-fa.html
Application of Decision on Beliefs for Fault Detection in uni-variate Statistical Process Control. نشریه بین المللی مهندسی صنایع و تحقیقات تولید. 1392; 24 (4) :297-305

URL: http://ijiepr.iust.ac.ir/article-1-360-fa.html


چکیده:   (1767 مشاهده)
In this research, the decision on belief (DOB) approach was employed to analyze and classify the states of uni-variate quality control systems. The concept of DOB and its application in decision making problems were introduced, and then a methodology for modeling a statistical quality control problem by DOB approach was discussed. For this iterative approach, the belief for a system being out-of-control was updated by taking new observations on a given quality characteristic. This can be performed by using Bayesian rule and prior beliefs. If the beliefs are more than a specific threshold, then the system will be classified as an out-of-control condition. Finally, a numerical example and simulation study were provided for evaluating the performance of the proposed method.
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نوع مطالعه: پژوهشي | موضوع مقاله: کنترل کیفیت
دریافت: ۱۳۹۰/۸/۲۴ | پذیرش: ۱۳۹۱/۱۲/۱۳ | انتشار: ۱۳۹۲/۱۱/۱۳

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