26 آبان 1403
محمداسماعيل دهقان منفرد

محمداسماعیل دهقان منفرد

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / آمار
تلفن: -
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان
استنباط نقطه تغییر در کنترل کیفیت
نوع پژوهش پارسا
کلیدواژه‌ها
Quality control , change point estimation , control chart , maximum likelihood estimator , special cause identification , process improvementQuality control , change point estimation , control chart , maximum likelihood estimator , special cause identification , process improvement
پژوهشگران معصومه زلقی (دانشجو) ، محمداسماعیل دهقان منفرد (استاد راهنما) ، فضل الله لک (استاد مشاور)

چکیده

In this thesis, we discuss the problem of change point estimation in quality control. When the control chart makes a signal which shows that the process is out of control, and the process mean has been changed if we can find a good estimate of the change point, the main cause of disturbances can be identified more quickly. Last studies usually assume that the change in the process mean is a step change, and under this assumption, using Bayesian and Classical methods, the change point is estimated. In this thesis it is assumed that the change. In the process mean has a linear trend. Under this condition the change point is estimated. In addition, a new criteria for evaluating the estimate of the change point is introduced. Then, using this criteria, the efficiency of the estimators is evaluated in different conditions.