In this section, we apply the proposed control chart to an industry by using a real data about “fill volume of soft-drink beverage bottles”. The data is taken from Montgomery [19], which was also used by Yang et al. [22]. According to Montgomery [19] the fill volume of a soft-drink beverage bottle is an important quality characteristic. The volume is measured (approximately) by placing a gauge over the crown and comparing the height of the liquid in the neck of the bottle against a coded scale. On this scale, a reading of zero corresponds to the correct fill height. The fifteen subgroups of size n = 10 are shown in the following table, where target value =0 and λ = 0.05 is used for computing the EWMA statistics.