جلد 24، شماره 4 - ( 9-1392 )
جلد 24 شماره 4 صفحات 305-297 |
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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
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
چکیده: (6219 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.
نوع مطالعه: پژوهشي |
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دریافت: 1390/8/24 | پذیرش: 1391/12/13 | انتشار: 1392/11/13
دریافت: 1390/8/24 | پذیرش: 1391/12/13 | انتشار: 1392/11/13
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