A Statistical Process Control Framework for the Characterization of Variation in Batch Profiles

Technometrics

Volumn 46, Issue 1, 2004, Pages 53-68

  Kaistha, Nitin ^a   Moore, Charles F ^b   Leitnaker, Mary G ^c  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

^b University of Tennessee Knoxville   (United States)

^c UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Control charts; Mutivariate statistical process control; Quality prediction

Indexed keywords

CHEMICAL REACTORS; COMPUTER SIMULATION; DATA MINING; DATABASE SYSTEMS; NYLON POLYMERS; POLYMERIZATION; POLYMETHYL METHACRYLATES; QUALITY CONTROL;

CONTROL CHARTS; MULTIVARIATE STATISTICAL PROCESS CONTROL; QUALITY PREDICTION;

STATISTICAL PROCESS CONTROL;

EID: 1542680928     PISSN: 00401706     EISSN: 15372723     Source Type: Journal    
DOI: 10.1198/004017004000000112     Document Type: Article

References (15)

1. Garcia-Munoz, S., Kourti, T., MaocGregor, J. F., Mateos, A. G., and Murphy, G. (2003), “Troubleshooting of an Industrial Batch Process Using Multivariate Methods,” Industrial Engineering Chemistry Research, 42, 3592-3601.
2. Jackson, J. E., and Mudholkar, G. S. (1979), “Control Procedures for Residuals Associated With Principal Component Analysis,” Technometrics, 21, 341-349.
3. Kaistha, N. (1999), “A Generic SPC Framework for the Characterization of Batch Profiles,” unpublished doctoral dissertation, University of Tennessee, Knoxville.
4. Kaistha, N., Johnson, M. S., Moore, C. F., and Leitnaker, M. G. (2003), “Online Batch Recipe Adjustments for Product Quality Control Using Empirical Models: Application to a Nylon-6,6 Process,” ISA Transactions, 42, 305-315.
5. Kaistha, N., and Moore, C. F. (2001), “Extraction of Event Times in Batch Profiles for Time Synchronization and Quality Predictions,” Industrial Engineering Chemistry Research, 40, 252-260.
6. Kassidas, A., MacGregor, J. F., and Taylor, P. A. (1998), “Synchronization of Batch Trajectories Using Dynamic Time Warping,” AIChE Journal, 44, 864-875.
7. Kourti, T., Lee, J., and MacGregor, J. F. (1996), “Experiences With Industrial Applications on Projection Methods for Multivariate Statistical Process Control,” Computers and Chemical Engineering, 20 (Suppl.), S745-S750.
8. Kourti, T., Nomikos, P., and MacGregor, J. F. (1995), “Analysis, Monitoring and Fault Diagnosis of Batch Processes Using Multi-Block and Multiway PLS,” Journal of Process Control, 5, 277-284.
9. Martin, E. B., Morris, A. J., Papazoglou, M. C., and Kiparissides, C. (1996), “Batch Process Monitoring for Consistent Production,” Computers and Chemical Engineering 20 (Suppl. A), S599-S604.
10. Nomikos, P., and MacGregor, J. F (1995), “Multivariate SPC Charts for Moni-toringBath Processes,” Technometrics, 37,41-59.
11. Russell, S. A., Robertson, D. G., Lee, J. H., and Ogunnaike, B. A. (1998), “Con-trool of Product Quality for Bath Nylon 6,6 Autoclaves,” Chemical Egineer-ing Science, 53, 3685-3702.
12. Westerhuis, J. A., Gurden, S. P., and Smilde, A. K. (2000), “Standardized Q-Statistic for Improved Sensitivity in Monitoring of Residuals in MSPC, Journal of Chemometrics, 14, 335-349.
13. Wold, S., Esbensen, K., and Geladi, P. (1987), “Principal ComponentAnalysis,” Chemometrics and Intelligent Laboratory Systems, 2, 37-52.
14. Yabuki, Y., Nagasawa, T., and MacGregor, J. F. (2002), “Industrial Experiences With Product Quality Control in Semi-Batch Processes,” Computers and Chemical Engineering, 26, 205-212.
15. Yabuki, Y., and MacGregor, J. F. (1998) “Product Quality Control in Semibatch Reactors Using Midcourse Correction Policies,” Industrial Engineering Chemistry Research, 36, 1268-1275.