Type I(/spl alpha/ ) error performance of Shewhart Control Chart with Interpretation Rules

• Published in: 2006 International Conference on Emerging Technologies pp. 313 - 318
• Main Authors: Jamali, A.S., Li JinLin, Memon, N.M.
• Format: Conference Proceeding
• Language: English
• Published: 2006
• Subjects: Conference management; Control charts; Decision making; Engineering management; Error correction; Gaussian distribution; Industrial control; Instruments; Monitoring; Technology management
• ISBN: 9781424405022; 1424405025
• DOI: 10.1109/ICET.2006.335907

The Shewhart Xlowbar chart usually supplemented with interpretation rules in order to detect the small shifts in the process mean is very popular tool in practice. The interpretation rules also increase the probability of type I (alpha) error, even though these rules are considered to be valuable in detecting the true problems. In this paper an EXCEL spread sheet model for the normal and gamma distributions were developed for the calculations of the type I (alpha) error performance of individual and combination of the Shewhart Xlowbar control chart with most used seven interpretation rules. The EXCEL spread sheet model was than compared with simulation model. The results show that the type I (alpha) error performance can be fairly high for particular rules 1, 4 and 6 when the underlying data from a gamma distribution rather than normal distribution. It was also observed that the type I (alpha) error performance of gamma distribution is fairly high when the combinations of rules were used