The Optimal Control Limit of a G-EWMAG Control Chart

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  • Date/Time:
    • Friday January 21, 2011
      10:00 am - 11:00 am
  • Location: ISyE Executive classroom
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Summary Sentence: The Optimal Control Limit of a G-EWMAG Control Chart

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TITLE:  The Optimal Control Limit of a G-EWMAG Control Chart

SPEAKER:  Chang Kang

ABSTRACT:

The control chart is a widely used statistical process control (SPC) tool that detects any process change and plays an important role in high-quality processes. In this paper, we design G-EWMAG control chart which is sensitive to both small and large shifts. G-EWMAG control chart combines G control chart with EWMAG control chart. The G control chart is based on a plot of the G statistic designed for quality control using attribute data. There is a drawback in G control chart. When it is applied to high-quality processes, it performs poorly in detecting small shifts. On the other hand, EWAMG control chart which apply the EWMA technique with attribute data to G statistics can quickly detect small shifts. G-EWMAG control chart have the ratio which represent the combination ratio of G control chart and G-EWMAG control chart. A large ratio makes the G-EWMAG control chart sensitive to detecting large shifts. On the other hand, a small ratio makes it sensitive to detecting small shifts. But problems arise when the G-EWMAG control chart has an ratio of 1. In this case, a slight numerical difference in average run length (ARL1) between EWMAG and G-EWMAG appears to exist when detecting small shifts. We suggest optimal control limits for designing the G-EWMAG control chart which is sensitive both large and small shift for use in high-quality processes.

Joint work with Jae-Won Baik, Hae-Woon Kang and Min Song.

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H. Milton Stewart School of Industrial and Systems Engineering (ISYE)

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Status
  • Created By: Anita Race
  • Workflow Status: Published
  • Created On: Jan 18, 2011 - 5:45am
  • Last Updated: Oct 7, 2016 - 9:53pm