The effect of non-normality on performance of linear profile monitoring

2008 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2008

Volumn , Issue , 2008, Pages 262-266

  Noorossana, R ^a   Vaghefi, A ^b   Dorri, M ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Average run length (ARL); Exponentially weighted moving average (EWMA) control chart; Linear profiles; Non normality; T2 control chart

Indexed keywords

FLOWCHARTING; INDUSTRIAL ENGINEERING; NORMAL DISTRIBUTION; QUALITY ASSURANCE; QUALITY FUNCTION DEPLOYMENT; STATISTICAL PROCESS CONTROL; TOTAL QUALITY MANAGEMENT;

AVERAGE RUN LENGTH (ARL); EXPONENTIALLY WEIGHTED MOVING AVERAGE (EWMA) CONTROL CHART; LINEAR PROFILES; NON-NORMALITY; T2 CONTROL CHART;

QUALITY CONTROL;

EID: 62749138442     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEEM.2008.4737871     Document Type: Conference Paper

References (16)

1. Crowder, S. V., and Hamilton, M. D. (1992). "An EWMA for Monitoring a Process Standard Deviation". J. Qual. Technol. 24, pp. 12-21.
2. Gupta, S., Montgomery, D. C., Woodall, W. H. (2006). "Performance Evaluation of Two Methods for Online Monitoring of Linear Calibration Profiles". Inl. J. Prod. Res., vol. 44, pp. 1927-1942.
3. Kang, L., and Albin, S. L. (2000). "On-Line Monitoring When the Process Yields a Linear Profile". J. Qual. Technol., vol. 32, pp. 418-426.
4. Kim, K., Mahmoud, M. A., Woodall, W. H. (2003). "On the Monitoring of Linear Profiles". J. Qual. Technol., vol. 35, pp. 317-328.
5. Jensen, W. A. Birch, J. B. (2008). "Profile Monitoring via Nonlinear Mixed Models". To appear in J. Qual. Technol.
6. Jensen, W. A., Birch, J. B., Woodall, W. H. (2008) "Monitoring Correlation within Linear Profiles Using Mixed Models". To appear in J. Qual. Technol.
7. Lawless, J. F., MacKay, R. J., and Robinson, J. A. (1999), "Analysis of Variation Transmission in Manufacturing Processes-Part I", J. Qual. Technol, 31, 131-142.
8. Mahmoud, M. A., and Woodall, W. H. (2004). "Phase I Monitoring of Linear Profiles with Calibration Application". Technometrics, vol. 46, pp. 380-391.
9. Mahmoud, M. A., Parker, P. A., Woodall, W. H., and Hawkins, D. M. (2007). "A Change Point Method for Linear Profile Data". Qual Reliab Eng Int. vol. 23, pp. 247-268.
10. Montgomery, D. C. (2005). "Introduction to Statistical Quality Control". New Jersey, John Wiley and Sons.
11. Noorossana, R., Amiri, A., Vaghefi, A., and Roghanian, E. (2004). "Monitoring Quality Characteristics Using Linear Profile". Proc. 3rd Conf. International Industrial Engineering, Tehran, Iran.
12. Noorossana, R., Amiri, A., Soleimani, P. (2008). "On the Monitoring of Autocorrelated Linear Profiles". Commun. Statist-Theory Meth., vol. 37, pp. 425-442
13. Vaghefi, A., Tajbakhsh, S., D., (2008) "Phase II Monitoring of Nonlinear Profiles". unpublished
14. Wang, K., and Tsung, F. (2005). "Using Profile Monitoring Techniques for a Data-Rich Environment with Huge Sample Size". Qual Reliab Eng Int. vol. 21, pp. 677-688.
15. Williams, J. D., Woodall, W. H., and Birch, J. B. (2007). "Statistical Monitoring of Nonlinear Product and Process Quality Profiles". Qual Reliab Eng Int. vol. 23, pp. 925-941
16. Woodall, W. H, Spitzner, D. J., Montgomery, D. C., and Gupta, S. (2004). "Using Control Charts to Monitor Process and Product Quality Profiles". J. Qual. Technol, vol. 36, pp. 309-320.