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Articles

Discriminant locality preserving projection chart for statistical monitoring of manufacturing processes

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Pages 5286-5300 | Received 01 Oct 2013, Accepted 06 Feb 2014, Published online: 07 Mar 2014

References

  • Arentoft, M., and T. Wanheim. 1997. “The Basis for a Design Support System to Prevent Defects in Forging.” Journal of Materials Processing Technology 69: 227–232.10.1016/S0924-0136(97)00023-X
  • Ceglarek, D., and J. Shi. 1995. “Dimensional Variation Reduction for Automotive Body Assembly.” Journal of Manufacturing Review 8: 139–154.
  • Chou, Y.-M., R. L. Mason, and J. C. Young. 2001. “The Control Chart for Individual Observations from a Multivariate Non-normal Distribution.” Communications in Statistics-Simulation and Computation 30 (8–9): 1937–1949.
  • Ding, Y., L. Zeng, and S. Zhou. 2006. “Phase I Analysis for Monitoring Nonlinear Profiles in Manufacturing Processes.” Journal of Quality Technology 38: 199–216.
  • Fukunaga, K. 1990. Introduction to Statistical Pattern Recognition. 2nd ed. New York: Academic.
  • Hao, S., S. Zhou, and Y. Ding. 2008. “Multivariate Process Variability Monitoring Through Projection.” Journal of Quality Technology 40 (2): 214–226.
  • He, X., and P. Niyogi. 2003. “Locality Preserving Projections.” In Proceedings of the Conference on Advances in Neural Information Processing Systems, 8–13 December, Vancouver, Canada.
  • Hotelling, H. 1947. “Multivariate Quality Control-illustrated by the Air Testing of Sample Bombsights.” In Techniques of Statistical Analysis, edited by C. Eisenhart, M. W. Hastay, and W. A. Wallis, 111–184. New York: McGraw Hill.
  • Hu, K., and J. Yuan. 2008. “Multivariate Statistical Process Control Based on Multiway Locality Preserving Projections.” Journal of Process Control 18: 797–807.10.1016/j.jprocont.2007.11.002
  • Jackson, J. E. 1991. A User’s Guide to Principal Components. New York: John Wiley.10.1002/0471725331
  • Jia, F., E. B. Martin, and A. J. Morris. 1998. “Non-linear Principal Components Analysis for Process Fault Detection.” Computers & Chemical Engineering 22 (suppl. 1): S851–S854.10.1016/S0098-1354(98)00164-1
  • Jin, J., and J. Shi. 2001. “Automatic Feature Extraction of Waveform Signals for In-process Diagnostic Performance Improvement.” Journal of Intelligent Manufacturing 12: 257–268.10.1023/A:1011248925750
  • Jones, M. C., and J. A. Rice. 1992. “Displaying the Important Features of Large Collections of Similar Curves.” American Statistician 46: 140–145.
  • Kresta, J. V., J. F. Macgregor, and T. E. Marlin. 1991. “Multivariate Statistical Monitoring of Process Operating Performance.” The Canadian Journal of Chemical Engineering 69 (1): 35–47.10.1002/cjce.v69:1
  • Lee, J. M., C. K. Yoo, and I. B. Lee. 2004a. “Statistical Process Monitoring with Independent Component Analysis.” Journal of Process Control 14 (5): 467–485.10.1016/j.jprocont.2003.09.004
  • Lee, J. M., C. K. Yoo, and I. B. Lee. 2004b. “Fault Detection of Batch Processes Using Multiway Kernel Principal Component Analysis.” Computers & Chemical Engineering 28 (9): 1837–1847.10.1016/j.compchemeng.2004.02.036
  • Li, H., T. Jiang, and K. Zhang. 2006. “Efficient and Robust Feature Extraction by Maximum Margin Criterion.” IEEE Transactions on Neural Networks 17 (1): 157–165.10.1109/TNN.2005.860852
  • Montgomery, D. C. 2001. Introduction to Statistical Quality Control. 4th ed. New York: Wiley.
  • Moore, D. S., and G. P. McCabe. 2006. Introduction to the Practice of Statistics. 5th ed. New York: W. H. Freeman.
  • Phaladiganon, P., S. B. Kim, V. Chen, J.-G. Baek, and S.-K. Park. 2011. “Bootstrap-based T2 Multivariate Control Charts.” Communications in Statistics: Simulation and Computation 40 (5): 645–662.
  • Runger, G. C. 1996. “Projection and the U2 Multivariate Control Chart.” Journal of Quality Technology 28 (3): 313–319.
  • Yu, J. 2012. “Local and Global Principal Component Analysis for Process Monitoring.” Journal of Process Control 22: 1358–1373.10.1016/j.jprocont.2012.06.008
  • Zhang, M., Z. Ge, Z. Song, and R. Fu. 2011. “Global-local Structure Analysis Model and Its Application for Fault Detection and Identification.” Industrial & Engineering Chemistry Research 50 (11): 6837–6848.
  • Zhou, S., and J. Jin. 2005. “Automatic Feature Selection for Unsupervised Clustering of Cycle-based Signals in Manufacturing Processes.” IIE Transactions 37: 569–584.10.1080/07408170590929036
  • Zhou, S., N. Jin, and J. Jin. 2005. “Cycle-based Signal Monitoring Using a Directionally Variant Multivariate Control Chart System.” IIE Transactions 37 (11): 971–982.10.1080/07408170590925553
  • Zhou, S., B. Sun, and J. Shi. 2006. “An SPC Monitoring System for Cycle-based Waveform Signals Using Haar Transform.” IEEE Transactions on Automation Science and Engineering 3 (1): 60–72.10.1109/TASE.2005.859655

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