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Original Articles

Process Capability Analysis in Non Normal Linear Regression Profiles

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Pages 1761-1784 | Received 16 Apr 2011, Accepted 03 Aug 2011, Published online: 18 May 2012

References

  • Abbasi , B. ( 2009 ). A neural network applied to estimate process capability of non-normal processes . Expert Systems with Applications 36 ( 2 ): 3093 – 3100 .
  • Abbasi , B. , Hosseinifard , S. Z. , Coit , D. W. (2010). A neural network applied to estimate Burr XII distribution parameters. Reliability Engineering and System Safety 95(6):647–654.
  • Box , G. E. P. , Cox , D. R. ( 1964 ). An analysis of transformations . Journal of the Royal Statistical Society, Series B-Statistical Methodology 26 ( 2 ): 211 – 252 .
  • Burr , I. W. ( 1942 ). Cumulative frequency functions . The Annals of Mathematical Statistics 13 ( 2 ): 215 – 232 .
  • Castagliola , P. ( 1996 ). Evaluation of non-normal process capability indices using Burr's distributions . Quality Engineering 8 ( 4 ): 587 – 593 .
  • Chen , H. ( 1994 ). A multivariate process capability index over a rectangular solid tolerance zone . Statistica Sinica 4 : 749 – 458 .
  • Clements , J. A. ( 1989 ). Process capability calculations for non-normal distributions . Quality Progress 22 ( 9 ): 95 – 97 .
  • English , J. R. , Taylor , G. D. ( 1993 ). Process capability analysis—a robustness study . International Journal of Production Research 31 : 1621 – 1635 .
  • Gruska , G. F. , Mirkhani , K. , Lamberson , L. R. ( 1989 ). Non-Normal Data Analysis . St. Clair Shores , MI : Applied Computer Solutions, Inc .
  • Haykin , S. ( 1994 ). Neural Networks: A Comprehensive Foundation . New York : Macmillan Publishing .
  • Hosseinifard , S. Z. , Abbasi , B. ( 2012 ). Evaluation of process capability indices of linear profiles . International Journal of Quality & Reliability Management 29 ( 2 ): 162 – 176 .
  • Hosseinifard , S. Z. , Abbasi , B. , Ahmad , S. , Abdollahian , M. ( 2009 ). A transformation technique to estimate the process capability index for non-normal processes . International Journal of Advanced Manufacturing Technology 40 ( 5–6 ): 512 – 517 .
  • Hosseinifard , S. Z. , Abdollahian , M. , Zeephongsekul , P. ( 2011 ). Application of artificial neural networks in linear profile monitoring . Expert Systems with Applications 38 ( 5 ): 4920 – 4928 .
  • Hubele , N. F. , Shahriari , H. , Cheng , C. S. ( 1991 ). A bivariate process capability vector . In: Keats , J. B. , Montgomery , D. C. , eds. Statistical Process Control in Manufaucturing . New York : Marcel Dekker , pp. 299 – 310 .
  • Jiang , P. , Liu , D. ( 2009 ). Recognizing control chart patterns with neural network and numerical fitting . Journal of Intelligent Manufacturing 20 ( 6 ): 625 – 635 .
  • Johnson , N. L. ( 1949 ). Systems of frregrency curves generated by methods of translation . Biometrika 36 ( 1–2 ): 149 – 176 .
  • Kane , V. E. ( 1986 ). Process capability indices . Journal of Quality Technology 18 : 41 – 52 .
  • Kang , L. , Albin , S. L. ( 2000 ). On-line monitoring when the process yields a linear profile . Journal of Quality Technology 32 ( 4 ): 418 – 426 .
  • Kim , K. , Mahmoud , M. A. , Woodall , W. H. ( 2003 ). On the monitoring of linear profiles . Journal of Quality Technology 35 ( 3 ): 317 – 328 .
  • Liu , P. H. , Chen , F. L. ( 2006 ). Process capability analysis of non-normal process data using the Burr XII distribution . International Journal of Advanced Manufacturing Technology 27 ( 9–10 ): 975 – 984 .
  • Mahmoud , M. A. , Parker , P. A. , Woodall , W. H. ( 2007 ). A change point method for linear profile data . Quality and Reliability Engineering International 23 ( 2 ): 247 – 268 .
  • Mestek , O. , Pavlik , J. , Suchanek , M. ( 1994 ). Multivariate control charts-control charts for calibration curves . Fresenius Journal of Analytical Chemistry 350 ( 6 ): 344 – 351 .
  • Montgomery , D. C. ( 2009 ). Introduction to Statistical Quality Control. , 5th ed. New York : John Wiley & Sons .
  • Nair , V. N. , Taam , W. , Ye , K. Q. ( 2002 ). Analysis of functional responses from robust design studies . Journal of Quality Technology 34 : 355 – 370 .
  • Noorossana , R. , Vaghefi , A. , Dorri , M. ( 2012 ). Effect of non-normality on the monitoring of simple linear profiles . Quality and Reliability Engineering International 27 ( 4 ): 425 – 436 .
  • Pugh , G. A. ( 1989 ). Synthetic neural networks for process control . Computers and Industrial Engineering 17 : 24 – 26 .
  • Qiu , P. , Zou , C. , Wang , Z. (2010). Nonparametric profile monitoring by mixed effects modeling. Technometrics 52(3):265–277.
  • Tang , L. C. , Than , S. E. ( 1999 ). Computing process capability indices for non-normal data: A review and comparative study . Quality and Reliability Engineering International 15 ( 5 ): 339 – 353 .
  • Williams , J. D. , Woodall , W. H. , Birch , J. B. ( 2007 ). Statistical monitoring of nonlinear product and process quality profiles . Quality and Reliability Engineering International 23 ( 8 ): 925 – 941 .
  • Wu , H. H. , Wang , J. S. , Liu , T. L. ( 1998 ). Discussions of the clements-based process capability indices. Proc. of the 1998 CIIE National Conference, Chang-Hua, Taiwan, pp. 561–566 .
  • Zorriassatine , F. , Tannock , J. D. T. ( 1998 ). A review of neural networks for statistical process control . Journal of Intelligent Manufacturing 9 ( 3 ): 209 – 224 .

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