On the monitoring of linear profiles

Journal of Quality Technology

Volumn 35, Issue 3, 2003, Pages 317-328

  Kim, Keunpyo ^a   Mahmoud, Mahmoud A ^a   Woodall, William H ^a  

^a VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

Author keywords

Calibration; Exponentially weighted moving average control chart; Multivariate T2 control charts; Statistical process control

Indexed keywords

CALIBRATION; COMPUTER SIMULATION; NORMAL DISTRIBUTION; QUALITY CONTROL; RANDOM PROCESSES; REGRESSION ANALYSIS; STATISTICAL METHODS;

EXPONENTIALLY WEIGHTED MOVING AVERAGE CONTROL CHART; LINEAR PROFILES; UNIVARIATE SHEWHART CHART;

STATISTICAL PROCESS CONTROL;

EID: 1642519894     PISSN: 00224065     EISSN: None     Source Type: Journal    
DOI: 10.1080/00224065.2003.11980225     Document Type: Article

References (30)

1. Acosta-Mejia, C. A.; Pignatiello, J. J., Jr.; and Rao, B. V. (1999). "A Comparison of Control Charting Procedures for Monitoring Process Dispersion". IIE Transactions 31, pp. 569-579.
2. Albin, S. L. (2002). Personal communication.
3. Andrews, D. W. K.; Lee, I.; and Ploberger, W. (1996). "Optimal Changepoint Tests for Normal Linear Regression". Journal of Econometrics 70, pp. 9-38.
4. Brill, R. V. (2001). "A Case Study for Control Charting a Product Quality Measure That is a Continuous Function Over Time". Presented at the 45th Annual Fall Technical Conference, Toronto, Ontario.
5. Crowder, S. V. and Hamilton, M. D. (1992). "An EWMA for Monitoring a Process Standard Deviation". Journal of Quality Technology 24, pp. 12-21.
6. Hauck, D. J.; Runger, G. C.; and Montgomery, D. C. (1999). "Multivariate Statistical Process Monitoring and Diagnosis with Grouped Regression-Adjusted Variables". Communications in Statistics - Simulation and Computation 28, pp. 309-328.
7. Hawkins, D. M. (1991). "Multivariable Quality Control Based on Regression-Adjusted Variables". Technometrics 33, pp. 61-75.
8. Hawkins, D. M. (1993). "Regression Adjustment for Variables in Multivariable Quality Control". Journal of Quality Technology 25, pp. 170-182.
9. Jensen, D. R.; Hui, Y. V.; and Ghare, P. M. (1984). "Monitoring and Input-Output Model for Production. I. The Control Charts". Management Science 30, pp. 1197-1206.
10. Jin, J. and Shi, J. (2001). "Automatic Feature Extraction of Waveform Signals for In-Process Diagnostic Performance Improvement". Journal of Intelligent Manufacturing 12, pp. 257-268.
11. Jones, M. C. and Rice, J. A. (1992). "Displaying the Important Features of Large Collections of Similar Curves". American Statistician 46, pp. 140-145.
12. Kang, L. and Albin, S. L. (2000). "On-Line Monitoring When the Process Yields a Linear Profile". Journal of Quality Technology 32, pp. 418-426.
13. Lawless, J. F. (1980). Statistical Models and Methods for Lifetime Data. John Wiley & Sons, Inc. New York, NY.
14. Lawless, J. F.; MacKay, R. J.; and Robinson, J. A. (1999). "Analysis of Variation Transmission in Manufacturing Processes-Part I". Journal of Quality Technology 31, pp. 131-142.
15. Lowry, C. A.; Champ, C. W.; and Woodall, W. H. (1995). "The Performance of Control Charts for Monitoring Process Dispersion". Communications in Statistics - Simulation and Computation 24, pp. 409-437.
16. Lowry, C. A.; Woodall, W. H.; Champ, C. W.; and Rigdon, S. E. (1992). "A Multivariate Exponentially Weighted Moving Average Control Chart". Technometrics 34, pp. 46-53.
17. Lucas, J. M. and Saccucci, M. S. (1990). "Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements". Technometrics 32, pp. 1-29.
18. Mandel, B. J. (1969). "The Regression Control Chart". Journal of Quality Technology pp. 1-9.
19. Mestek, O.; Pavlik, J.; and Suchanek, M. (1994). "Multivariate Control Charts: Control Charts for Calibration Curves". Fresenius' Journal of Analytical Chemistry 350, pp. 344-351.
20. Miller, A. (2002). "Analysis of Parameter Design Experiments for Signal-Response Systems". Journal of Quality Technology 34, pp. 139-151.
21. Montgomery, D. C. (2001). Introduction to Statistical Quality Control 4th ed. John Wiley & Sons, New York, NY.
22. Myers, R. H. (1990). Classical and Modern Regression with Applications 2nd ed. PWS-Kent Publishing Company, Boston, MA.
23. Nair, V. N.; Taam, W.; and Ye, K. Q. (2002). "Analysis of Functional Responses from Robust Design Studies". Journal of Quality Technology 34, pp. 355-370.
24. Ryan, T. P. (1997). Modern Regression Methods. John Wiley & Sons, New York, NY.
25. Ryan, T. P. (2000). Statistical Methods for Quality Improvement 2nd ed. John Wiley & Sons, New York, NY.
26. Steiner, S. H. (1999). "EWMA Control Charts with Time-Varying Control Limits and Fast Initial Response". Journal of Quality Technology 31, pp. 75-86.
27. Stover, F. S. and Brill, R. V. (1998). "Statistical Quality Control Applied to Ion Chromatography Calibration". Journal of Chromatography A 804, pp. 37-43.
28. Wade, M. R. and Woodall, W. H. (1993). "A Review and Analysis of Cause-Selecting Control Charts". Journal of Quality Technology 25, pp. 161-169.
29. Walker, E. and Wright, S. P. (2002). "Comparing Curves Using Additive Models". Journal of Quality Technology 34, pp. 118-129.
30. Zhang, G. X. (1992) Cause-Selecting Control Chart and Diagnosis, Theory and Practice. Aarhus School of Business, Department of Total Quality Management, Aarhus, Denmark.