The economic design of a flexible zone X¯-chart with AT&T rules

Duncan's economic design of Shewhart's X¯-control chart has established its optimal design for monitoring a process. Recently, there has been a renewed interest in the use of supplementary runs rules to increase the sensitivity of the chart to small shifts. This paper presents: (1) a general version of Duncan's model in that AT&T rules 1 and 2 or AT&T rules 1, 2, and 3 are used, and (2) a flexible-zone methodology in that the zone widths are not fixed a priori but are determined by economic optimization on the basis of the particular situation at work. It is observed that the use of AT&T rules with economic design can result in substantial cost savings over Duncan's design for small shifts in the process average.

[1]  Lloyd S. Nelson,et al.  Interpreting Shewhart X̄ Control Charts , 1985 .

[2]  Lonnie C. Vance,et al.  The Economic Design of Control Charts: A Unified Approach , 1986 .

[3]  Douglas C. Montgomery,et al.  The Economic Design of Control Charts: A Review and Literature Survey , 1980 .

[4]  Acheson J. Duncan,et al.  The Economic Design of X Charts Used to Maintain Current Control of a Process , 1956 .

[5]  A. R. Crathorne,et al.  Economic Control of Quality of Manufactured Product. , 1933 .

[6]  Douglas C. Montgomery,et al.  Economic Design of T2 Control Charts to Maintain Current Control of a Process , 1972 .

[7]  H. A. Knappenberger,et al.  Minimum Cost Quality Control Tests , 1969 .

[8]  Acheson J. Duncan The Economic Design of p-Charts to Maintain Current Control of o Process: Some Numerical Results , 1978 .

[9]  M. A. Rahim,et al.  Economic design of x -control charts under Weibull shock models , 1988 .

[10]  S. W. Roberts Properties of control chart zone tests , 1958 .

[11]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[12]  Donald J. Wheeler,et al.  Detecting a Shift in Process Average: Tables of the Power Function for X Charts , 1983 .

[13]  Andrew C. Palm,et al.  Tables of Run Length Percentiles for Determining the Sensitivity of Shewhart Control Charts for Averages with Supplementary Runs Rules , 1990 .

[14]  Kenneth E. Case,et al.  The economic design of a dynamic X control chart , 1989 .

[15]  Kenneth E. Case,et al.  Economic Design of a Joint X- and R -Control Chart , 1981 .

[16]  Isaac N. Gibra Recent Developments in Control Chart Techniques , 1975 .

[17]  W. Deming Quality, productivity, and competitive position , 1982 .

[18]  Kenneth E. Case,et al.  Economic Design of Control Charts: A Literature Review for 1981–1991 , 1994 .

[19]  Erwin M. Saniga,et al.  Joint Economically Optimal Design of X and R Control Charts , 1977 .

[20]  Charles W. Champ,et al.  Exact results for shewhart control charts with supplementary runs rules , 1987 .