Table of Contents
Journal of Quality and Reliability Engineering
Volume 2013, Article ID 705450, 8 pages
http://dx.doi.org/10.1155/2013/705450
Research Article

On the Use of the K-Chart for Phase II Monitoring of Simple Linear Profiles

1LARODEC, ISG, University of Tunis, 41 Avenue de la Liberté, 2000 Le Bardo, Tunisia
2Dhofar University, P.O. Box 2509, 211 Salalah, Oman

Received 19 December 2012; Revised 29 March 2013; Accepted 3 April 2013

Academic Editor: Suk joo Bae

Copyright © 2013 Walid Gani and Mohamed Limam. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. L. Kang and S. L. Albin, “On-line monitoring when the process yields a linear profile,” Journal of Quality Technology, vol. 32, no. 4, pp. 418–426, 2000. View at Google Scholar · View at Scopus
  2. K. Kim, M. A. Mahmoud, and W. H. Woodall, “On the monitoring of linear profiles,” Journal of Quality Technology, vol. 35, no. 3, pp. 317–328, 2003. View at Google Scholar · View at Scopus
  3. C. Zou, F. Tsung, and Z. Wang, “Monitoring general linear profiles using multivariate EWMA schemes,” Technometrics, vol. 49, no. 4, pp. 395–408, 2007. View at Google Scholar
  4. J. Zhang, Z. Li, and Z. Wang, “Control chart based on likelihood ratio for monitoring linear profiles,” Computational Statistics and Data Analysis, vol. 53, no. 4, pp. 1440–1448, 2009. View at Publisher · View at Google Scholar · View at Scopus
  5. C. Zou and P. Qiu, “Multivariate statistical process control using LASSO,” Journal of the American Statistical Association, vol. 104, no. 488, pp. 1586–1596, 2009. View at Publisher · View at Google Scholar · View at Scopus
  6. Z. Li and Z. Wang, “An exponentially weighted moving average scheme with variable sampling intervals for monitoring linear profiles,” Computers and Industrial Engineering, vol. 59, no. 4, pp. 630–637, 2010. View at Publisher · View at Google Scholar · View at Scopus
  7. R. Sun and F. Tsung, “A kernel-distance-based multivariate control chart using support vector methods,” International Journal of Production Research, vol. 41, no. 13, pp. 2975–2989, 2003. View at Publisher · View at Google Scholar · View at Scopus
  8. W. Gani, H. Taleb, and M. Limam, “An assessment of the kernel-distance-based multivariate control chart through an industrial application,” Quality and Reliability Engineering International, vol. 27, no. 4, pp. 391–401, 2011. View at Publisher · View at Google Scholar · View at Scopus
  9. D. M. J. Tax and R. P. W. Duin, “Support vector data description,” Machine Learning, vol. 54, no. 1, pp. 45–66, 2004. View at Publisher · View at Google Scholar · View at Scopus
  10. S. Kumar, A. K. Choudhary, M. Kumar, R. Shankar, and M. K. Tiwari, “Kernel distance-based robust support vector methods and its application in developing a robust K-chart,” International Journal of Production Research, vol. 44, no. 1, pp. 77–96, 2006. View at Publisher · View at Google Scholar · View at Scopus
  11. F. Camci, R. B. Chinnam, and R. D. Ellis, “Robust kernel distance multivariate control chart using support vector principles,” International Journal of Production Research, vol. 46, no. 18, pp. 5075–5095, 2008. View at Publisher · View at Google Scholar · View at Scopus
  12. W. Gani and M. Limam, “Performance evaluation of one-class classification-based control charts through an industrial application,” Quality and Reliability Engineering International, 2012. View at Publisher · View at Google Scholar
  13. O. Mestek, J. Pavlík, and M. Suchánek, “Multivariate control charts: control charts for calibration curves,” Fresenius' Journal of Analytical Chemistry, vol. 350, no. 6, pp. 344–351, 1994. View at Publisher · View at Google Scholar · View at Scopus
  14. F. S. Stover and R. V. Brill, “Statistical quality control applied to ion chromatography calibrations,” Journal of Chromatography A, vol. 804, no. 1-2, pp. 37–43, 1998. View at Publisher · View at Google Scholar · View at Scopus
  15. M. A. Mahmoud, “Simple linear profiles,” in Statistical Analysis of Profile Monitoring, R. Noorossana, A. Saghaei, and A. Amiri, Eds., pp. 21–92, John Wiley & Sons, New York, NY, USA, 2011. View at Google Scholar