When the data distribution in industrial processes is asymmetric, the false alarm rate increases as the asymmetry because of the discrepancy between the shape of the data distribution and Normal distribution. Ferrell (1958) and Nelson (1979) suggested in these cases to assume that the data distribution is known and to construct control charts with exact limits, Which provide desired false alarm rates.