A Self-starting Control Chart for Monitoring Binary Response Profiles
محل انتشار: سیزدهمین کنفرانس بین المللی مهندسی صنایع
سال انتشار: 1395
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 497
فایل این مقاله در 6 صفحه با فرمت PDF قابل دریافت می باشد
- صدور گواهی نمایه سازی
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
IIEC13_250
تاریخ نمایه سازی: 14 شهریور 1396
چکیده مقاله:
In some processes the quality characteristic is characterizedby a functional relationship between a response variableand predictor variables which is named as profile. Theresponse variable in profiles usually follows normaldistribution. However, sometimes the response variableshave different distributions such as Bernoulli or Binomial.On the other hand, in many situations in real applicationsthe in-control (IC) parameters of the processes are notknown a priori and also there are no sufficient samples toexecute Phase I analysis to estimate the in-controlparameters. In this case, we desire to use self-startingcharting schemes that monitor the statues of processes. Inthis study, we consider logistic regression profiles whichhave binary response variable and propose a self-startingprocedure to monitor the process. The performance of theproposed method is evaluated by using average run length(ARL) criterion. The results showed a satisfactoryperformance of the proposed control chart.
کلیدواژه ها:
نویسندگان
Peyman Khosravi
Department of Industrial Engineering, Shahed University, Tehran, Iran
Amirhossein Amiri
Department of Industrial Engineering, Shahed University, Tehran, Iran