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A mixed control chart using process capability index
Authors:Muhammad Aslam  N. Khan  Liaquat Ahmad  Chi-Hyuck Jun  Jaffer Hussain
Affiliation:1. Department of Statistics, Faculty of Sciences, King Abdulaziz University, Jeddah, Saudi Arabia;2. Department of Statistics and Computer Science, University of Veterinary and Animal Sciences, Lahore, Pakistan;3. Department of Industrial and Management Engineering, POSTECH, Pohang, Republic of Korea;4. Department of Statistics, GC University, Lahore, Pakistan
Abstract:Control charts are considered as a compulsory tool for the monitoring and improvement of the quality of products. The commonly used attribute and the variable control charts are unsatisfactory for process monitoring. To overcome this di?culty, we proposed a monitoring scheme that is an improved technique based on the joint merits of the attribute as well as the variable control charts. The control chart coe?cients have been determined for in-control and out-of-control situations for specified average run length values using simulation. The e?ciency of the proposed control chart has been evaluated using average run length criteria for different values of the process settings. A practical example has been studied for implementation of the proposed technique. It has been observed that the proposed chart performs well for the mixed technique under the process capability index.
Keywords:Attribute charts  average run length  mixed sampling scheme  process capability index Cpk  variable charts
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