Phase II monitoring of nonlinear profiles

Communications in Statistics - Theory and Methods

Volumn 38, Issue 11, 2009, Pages 1834-1851

  Vaghefi, A ^a   Tajbakhsh, Sam D ^a   Noorossana, R ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Average Run Length (ARL); Exponentially Weighted Moving Average (EWMA); Metrics; Multivariate Cumulative Sum (MCUSUM); Nonlinear profile

Indexed keywords

AVERAGE RUN LENGTHS; CONTROL CHARTS; CUMULATIVE SUMS; EXPONENTIALLY WEIGHTED MOVING AVERAGE; MONITORING PROCESS; MULTIPLE MEASUREMENTS; NONLINEAR PROFILES; NUMERICAL EXAMPLE; PHASE II; REFERENCE CURVES; REGRESSION MODEL; SAMPLE SIZES;

NUMERICAL METHODS; PROFILOMETRY; REGRESSION ANALYSIS;

MONITORING;

EID: 69549156190     PISSN: 03610926     EISSN: 1532415X     Source Type: Journal    
DOI: 10.1080/03610920802468707     Document Type: Article

References (24)

1. Borror, C. M., Montgomery, D. C., Runger, G. C. (1999). Robustness of the EWMA control chart to non-normality. J. Qual. Technol. 31:309-316.
2. Brill, R. V. (2001). A case study for control charting a product quality measure that is a continuous function over time. Presentation at the 45th Annual Fall Technical Conference, Toronto, Ontario.
3. Gardner, M. M., Lu, J. C., Gyurcsik, R. S., Wortman, J. J., Hornung, B. E., Heinisch, H. H., Rying, E. A., Rao, S., Davis, J. C., Mozumder, P. K. (1997). Equipment fault detection using spatial signatures. IEEE Trans. Components, Packaging, and Manufacturing Technology - Part C 20:295-304.
4. Gupta, S., Montgomery, D. C., Woodall, W. H. (2006). Performance evaluation of two methods for online monitoring of linear calibration profiles. Int. J. Produc. Res. 44:1927-1942.
5. Healy, J. D. (1987). A note on multivariate CUSUM procedures. Technometrics 29:409-412.
6. Jensen, W. A., Birch, J. B. (2009). Profile monitoring via nonlinear mixed models. J. Qual. Technol. 41:18-34.
7. Jensen, W. A., Birch, J. B., Woodall, W. H. (2008). Monitoring correlation within linear profiles using mixed models. J. Qual. Technol. 40:167-183.
8. Jeong, M. K., Lu, J. C., Wang, N. (2006). Wavelet-based SPC procedure for complicated functional data. Int. J. Product. Res. 44:729-744.
9. Jin, J., Shi, J. (1999). Feature-preserving data compression of stamping tonnage information using wavelets. Technometrics 41:327-339.
10. Jin, J., Shi, J. (2001). Automatic feature extraction of waveform signals for in-process diagnostic performance improvement. J. Intelligent Manufact. 12:257-268.
11. Kang, L., Albin, S. L. (2000). On-line monitoring when the process yields a linear profile. J. Qual. Technol. 32:418-426.
12. Kim, K., Mahmoud, M. A., Woodall, W. H. (2003). On the monitoring of linear profiles. J. Qual. Technol. 35:317-328.
13. Lawless, J. F., MacKay, R. J., Robinson, J. A. (1999). Analysis of variation transmission in manufacturing processes-part I. J. Qual. Technol. 31:131-142.
14. Mahmoud, M. A., Woodall, W. H. (2004). Phase I analysis of linear profiles with calibration applications. Technometrics 46:380-391.
15. Mahmoud, M. A., Parker, P. A., Woodall, W. H., Hawkins, D. M. (2007). A change point method for linear profile data. Qual. Reliab. Eng. Int. 23:247-268.
16. Montgomery, D. C. (2005). Introduction to Statistical Quality Control. 5th ed., New York: Wiley.
17. Montgomery, D. C., Peck, E. A., Vining, G. G. (2001). Introduction to Linear Regression Analysis. 3rd ed., New York: Wiley.
18. Noorossana, R., Amiri, A., Vaghefi, A., Roghanian, E. (2004). Monitoring quality characteristics using linear profile. Proc. 3rd Int. Industr. Eng. Conf., Tehran, Iran.
19. Noorossana, R., Amiri, A., Soleimani, P. (2008). On the monitoring of autocorrelated linear profiles. Commun. Statist. Theor. Meth. 37:425-442.
20. Seber, G. A. F., Wild, C. J. (2003). Nonlinear Regression. New York: Wiley.
21. Walker, E., Wright, S. P. (2002). Comparing curves using additive models. J. Qual. Technol. 34:118-129.
22. Williams, J. D., Woodall, W. H., Birch, J. B. (2007). Statistical monitoring of nonlinear product and process quality profiles. Qual. Reliab. Eng. Int. 23:925-941.
23. Woodall, W. H., Spitzner, D. J., Montgomery, D. C., Gupta, S. (2004). Using control charts to monitor process and product quality profiles. J. Qual. Technol. 36:309-320.
24. Zou, C., Zhang, Y., Wang, Z. (2006). Control chart based on change-point model for monitoring linear profiles. IIE Trans. 38:1093-1103.