Principal alarms in multivariate statistical process control

Journal of Quality Technology

Volumn 40, Issue 1, 2008, Pages 19-30

  González, Isabel ^a,b   Sánchez, Ismael ^a,b  

^a UNIVERSIDAD CARLOS III DE MADRID   (Spain)

^b Department of Mechanical Engineering ^*

Author keywords

Average run length; Control charts; Hotelling's T2; MEWMA; Multivariate processes; Principal components

Indexed keywords

COMPUTER SIMULATION; INDUSTRIAL MANAGEMENT; MULTIVARIABLE CONTROL SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

AVERAGE RUN LENGTH; CONTROL CHARTS; MULTIVARIATE PROCESSES;

PROCESS CONTROL;

EID: 39449121659     PISSN: 00224065     EISSN: None     Source Type: Journal    
DOI: 10.1080/00224065.2008.11917710     Document Type: Article

References (20)

1. ALT, F. B. (1984). "Multivariate Quality Control". In Encyclopedia of Statistical Science. S. Kotz and N. Johnson, eds. New York: John Wiley, pp. 110-122.
2. BAJGIER, S. (1992). "The Use of Bootstrapping to Construct Limits of Control Charts". In Proceedings of the Decision Science Institute, San Diego, CA, pp. 1611-1613.
3. BERAN, R. (1986). "Simulated Power Funtions". Annals of Statistics 14, pp. 151-173.
4. CROSIER, R. B. (1988). "Multivariate Generalizations of Cumulative Sums Quality-Control Schemes". Technometrics 30, pp. 291-303.
5. COGANAKSOY, N.; FALTIN, F. W.; and TUKER, W. T. (1991), "Identification of Out-of-Control Quality Characteristics in a Multivariate Manufacturing Environment". Communications in Statistics-Theory and Methods 20, pp. 2775-2790.
6. HAWKINS, D. M. (1991). "Multivariate Quality Control Based on Regression-Adjusted Variables". Technometrics 33, pp. 61-75.
7. HAWKINS, D. M. (1993). "Regression Adjustment for Variables in Multivariate Quality Control". Journal of Quality Technology 25, pp. 170-182.
8. HYVÄRINEN, A.; KARHUNEN, J.; AND OJA, E. (2001). Independent Component Analysis. John Wiley and Sons, New York, NY.
9. HOTELLING, H. (1947). "Mutivariate Quality Control. Illustrated by the Air Testing of Sample Bombsights." In Techniques of Statistical Analysis. C. Eisenhart, M. W. Hastay, and W. A. Wallis, eds. McGraw-Hill, New York, NY, pp. 111-184.
10. JONES, L. A. and WOODALL, W. H. (1998). "The Performance of Bootstrap Control Charts". Journal of Quality Technology 30, pp. 362-375.
11. CIU, R. and TANG, J. (1996). "Control Charts for Dependent and Independent Measurements Based on the Boot-strap". Journal of the American Statistical Association 91, pp. 1694-1700.
12. COWRY, C. A. and MONTGOMERY, D. C. (1995). "A Review of Multivariate Control Charts". HE Transactions 27, pp. 800-810.
13. COWRY, 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.
14. 2 Charts". Journal of Quality Technology 35, pp. 47-58.
15. 2 for Multivariate Control Chart Interpretation" . Journal of Quality Technology 27, pp. 99-108.
16. 2 Control Chart Signals". Journal of Quality Technology, 29, pp. 396-406.
17. 2 Statistic in Multivariate Process Control". Journal of Quality Technology, 31, pp. 155-165.
18. 2 Multivariate Quality Control Procedures". The Statistician 36, pp. 571-583.
19. SEPPALA, T.; MOKOWITZ, H.; PLANTE, R.; and TANG, J. (1995). "Statistical Process Control via the Subgroup Boot-strap". Journal of Quality Technology 27, pp. 139-153.
20. WOODALL, W. H. and NCUBE, M. M. (1985). "Multivariate CUSUM Quality-Control Procedures". Technometrics 27, pp. 285-292.