Variable-sampling-interval control charts with sampling at fixed times

When control charts are used for process monitoring, the traditional practice is to take samples from the process by using a fixed sampling interval (FSI) between samples. Recently developed variable-sampling-interval (VSI) charts vary the sampling interval as a function of the process data to give faster detection of process changes. This paper considers a type of VSI control chart in which samples are always taken at specified equally spaced fixed time points, but additional samples are allowed between these fixed times when indicated by the data from the process. The location of the fixed times would typically be determined by administrative considerations such as testing schedules or by the desirability of sampling according to natural periods in the process. Markov process methods are given for analyzing the performance of these VSI with fixed times (VSIFT) charts. The VSIFT feature is considered for the X¯-chart, the EWMA chart and the CUSUM chart. It is shown that VSIFT charts will detect most proc...

[1]  Changsoon Park,et al.  Economic design of a variable sample size -chart , 1994 .

[2]  Robert V. Baxley,et al.  An Application of Variable Sampling Interval Control Charts , 1995 .

[3]  U. Rendtel,et al.  Cusum-schemes with variable sampling intervals and sample sizes , 1990 .

[4]  E. S. Page CONTINUOUS INSPECTION SCHEMES , 1954 .

[5]  Marion R. Reynolds Evaluating properties of variable sampling interval control charts , 1995 .

[6]  James M. Lucas,et al.  The Design and Use of V-Mask Control Schemes , 1976 .

[7]  William H. Woodall,et al.  CUSUM charts with variable sampling intervals , 1990 .

[8]  George C. Runger,et al.  Adaptative sampling for process control , 1991 .

[9]  Timothy S. Vaughan,et al.  Variable sampling interval np process control chart , 1992 .

[10]  Marion R. Reynolds,et al.  Chart with runs and variable sampling intervals , 1988 .

[11]  Marion R. Reynolds,et al.  Variable sampling intervals for multiparameter shewhart charts , 1989 .

[12]  Rohan Hemasinha,et al.  The switching behavior of charts with variable sampling intervals , 1993 .

[13]  James M. Lucas,et al.  Exponentially weighted moving average control schemes with variable sampling intervals , 1992 .

[14]  Marion R. Reynolds,et al.  Multiple means shewhart charts using variable sampling intervals , 1993 .

[15]  Stephen V. Crowder,et al.  Design of Exponentially Weighted Moving Average Schemes , 1989 .

[16]  Antonio Fernando Branco Costa,et al.  X̄ charts with variable sample size , 1994 .

[17]  James M. Lucas,et al.  Exponentially weighted moving average control schemes: Properties and enhancements , 1990 .

[18]  Matoteng M. Ncube,et al.  Variable sampling interval combined Shewhart-cumulative score quality control procedure , 1991 .

[19]  Raid W. Amin,et al.  A Robustness Study of Charts with Variable Sampling Intervals , 1993 .

[20]  Emmanuel Yashchin On the Analysis and Design of CUSUM-Shewhart Control Schemes , 1985, IBM J. Res. Dev..

[21]  J. B. Keats,et al.  X¯ chart with adaptive sample sizes , 1993 .

[22]  D. Montgomery,et al.  A Combined Adaptive Sample Size and Sampling Interval X Control Scheme , 1994 .

[23]  William H. Woodall,et al.  The design of CUSUM quality control charts , 1986 .

[24]  J. A. Nachlas,et al.  X charts with variable sampling intervals , 1988 .

[25]  Amal K. Shamma,et al.  A double exponentially weigiited moving average control procedure with variable sampling intervals , 1991 .

[26]  Douglas C. Montgomery,et al.  ADAPTIVE SAMPLING ENHANCEMENTS FOR SHEWHART CONTROL CHARTS , 1993 .

[27]  Marion R. Reynolds Shewhart and EWMA Variable Sampling Interval Control Charts with Sampling at Fixed Times , 1996 .

[28]  Raid W. Amin,et al.  Improved switching rules in control procedures using variable sampling intervals , 1991 .

[29]  Marion R. Reynolds,et al.  Variable Sampling Interval X Charts in the Presence of Correlation , 1996 .

[30]  Marion R. Reynolds,et al.  Optimal one-sided shewhart control charts with variable sampling intervals , 1989 .

[31]  George Tagaras,et al.  A dynamic programming approach to the economic design of X-charts , 1994 .

[32]  R Reynolds Marion,et al.  Optimal variable sampling interval control charts , 1989 .

[33]  Jean-Jacques Daudin,et al.  Double sampling X charts , 1992 .