Synchronization of Batch Trajectories Using Dynamic Time Warping

AIChE Journal

Volumn 44, Issue 4, 1998, Pages 864-875

  Kassidas, Athanassios ^a,b   MacGregor, John F ^a   Taylor, Paul A ^a  

^a MCMASTER UNIVERSITY   (Canada)

^b DOFASCO INC   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC PROGRAMMING; PROCESS ENGINEERING; STATISTICAL METHODS; SYNCHRONIZATION;

DYNAMIC TIME WARPING;

CHEMICAL OPERATIONS;

EID: 0032045464     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.690440412     Document Type: Article

References (19)

1. Bellman, R. E., and S. E. Dreyfus, Dynamic Programming, Princeton Univ. Press, Princeton, NJ (1962).
2. Bertsekas, D. P., Dynamic Programming, Prentice-Hall, Englewood Cliffs, NJ (1987).
3. Gollmer, K., and C. Postens, "Detection of Distorted Pattern Using Dynamic Time Warping Algorithm and Application for Supervision of Bioprocesses," Preprints, IFAC Workshop on On-Line Fault Detection and Supervision in the Chemical Process Industries, Newcastle (1995).
4. Itakura, F., "Minimum Prediction Residual Principle Applied to Speech Recognition," IEEE Trans. on Acoustics, Speech and Signal Processing, ASSP-23(1), 67 (1975).
5. Kassidas, A., "Fault Diagnosis Using Speech Recognition Methods," PhD Diss., Dept. of Chemical Engineering, McMaster Univ., Hamilton, Ontario, Canada (1997).
6. Kourti, T., P. Nomikos, and J. F. MacGregor, "Analysis, Monitoring and Fault Diagnosis of Batch Processes Using Multiblock and Multiway PLS," J. of Process Control, 5(4), 277 (1995).
7. Kourti, T., J. Lee, and J. F. MacGregor, "Experiences with Industrial Applications of Projection Methods for Multivariate Statistical Process Control," Computers & Chem. Eng., 20, Suppl. A., 745 (1996).
8. Lakshminarayanan, S., R. D. Gudi, S. L. Shah, and K. Nandakumar, "Monitoring Batch Processes using Multivariate Statistical Tools: Extensions and Practical Issues," IFAC Triennial World Cong., San Francisco (1996).
9. MacGregor, J. F., and P. Nomikos, "Monitoring Batch Processes," Batch Processing System Engineering, G. V. Reklaitis et al., eds., NATO ASI, Ser. F, Vol. 143, p. 242 (1992).
10. Myers, C., L. R. Rabiner, and A. E. Rosenberg, "Performance Tradeoffs in Dynamic Time Warping Algorithms for Isolated Word Recognition," IEEE Trans. on Acoustics, Speech and Signal Processing, ASSP-28(6), 623 (1980).
11. Nadler, M., and E. P. Smith, Pattern Recognition Engineering, Wiley, New York (1993).
12. Ney, H., "The Use of a One-Stage Dynamic Programming Algorithm for Connected Word Recognition," IEEE Trans. on Acoustics, Speech and Signal Processing, ASSP-32(2), 263 (1984).
13. Nomikos, P., and J. F. MacGregor, "Monitoring Batch Processes Using Multiway Principal Component Analysis," AIChE J., 40, 1361 (1994).
14. Nomikos, P., and J. F. MacGregor, "Multivariate SPC Charts for Monitoring Batch Processes," Technometrics, 37(1), 41 (1995a).
15. Nomikos, P., and J. F. MacGregor, "Multi-way Partial Least Squares in Monitoring Batch Processes," Chemometrics and Intelligent Laboratory Systems, 30, 97 (1995b).
16. O'Shaughnessy, D., "Speaker Recognition," IEEE ASSP Mag., 3, 4 (1986).
17. Rabiner, L. R., A. E. Rosenberg, and S. E. Levinson, "Considerations in Dynamic Time Warping Algorithms for Discrete Word Recognition," IEEE Trans. on Acoustics, Speech and Signal Process., ASSP-26(6), 575 (1978).
18. Sakoe, H., and S. Chiba, "Dynamic Programming Algorithm Optimization for Spoken Word Recognition," IEEE Trans. on Acoustics, Speech and Signal Process., ASSP-26(1), 43 (1978).
19. Silverman, H. F., and D. P. Morgan, "The Application of Dynamic Programming to Connected Speech Recognition," IEEE ASSP Mag., 7, 7 (1990).