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Information Technology Journal
  Year: 2014 | Volume: 13 | Issue: 14 | Page No.: 2369-2373
DOI: 10.3923/itj.2014.2369.2373
 
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EWMA Median Control Chart with Variable Sampling Size
Li Zhang and Xiangdong Song

Abstract:
In order to reduce the number of observations to signal when the shifts occurs in the process, this study proposed the Exponentially Weighted Moving Average (EWMA) median control charts with Variable Sampling Size (VSS). Give the distribution function of the median value assume that the distribution of observations from a process is normally distributed. Then using the Markov chain method to establish a model to calculate the average number of observations to signal (ANOS) of median control chart. Finally, compare the ANOS of the new model with that of the conventional fixed sampling size EWMA control chart and VSS EWMA mean control chart. The data showed that, the designed new model can effectively reduce the ANOS when the process is out of control. That is to say, the new model effectively improves the efficiency of the monitoring process, shifts can be discovered in a shorter period of time which make a great significance to the actual production.
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How to cite this article:

Li Zhang and Xiangdong Song, 2014. EWMA Median Control Chart with Variable Sampling Size. Information Technology Journal, 13: 2369-2373.

DOI: 10.3923/itj.2014.2369.2373

URL: https://scialert.net/abstract/?doi=itj.2014.2369.2373

 
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