Six Sigma XmR Charts and Six Sigma X-S Charts

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Six Sigma X-R Charts and Six Sigma X-S Charts

The Averages and Range Chart or (X-R) is used when there is continuous data 2-10
measurements within each subgroup. It is primarily used to monitor and control the stability of a processes average value. Because the Averages and Range Chart relies on rational subgroups, it is an excellent tool for providing great insight into the process characteristics short-term variation.
 
The X and R charts are most effective when they are used together as a matched pair. Each chart shows only one portion of the needed information concerning the process characteristic. For this reason the R chart has to be within tolerance. If the R chart is not in tolerance, then the control limits of the X chart will be inaccurate and false indication will be released.

The X-S chart plots the standard deviation of each subgroup. The calculation on the X-R charts uses two data points, the highest and the lowest value, whereas the X-S charts calculate all data points. Therefore, a more accurate indicator of the process variation is indicated on the X-S chart.

The X-S chart is less sensitive than the X-R chart in identifying special causes of variation, which may result in only a single value of a subgroup.




 

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