First test the following stuff.
1) Normality assumption
2) Test process is n statistical control ( No Trends or Cycles or Seasonality)
After that you can use I MR chart(individual and moving range chart) for calculating Process capability
[ If you wanted to complicate this, Use c chart for estimating variance. Since it is a discrete variable. ].