MIMO control performance monitoring using left/right diagonal interactors

Journal of Process Control

Volumn 19, Issue 8, 2009, Pages 1267-1276

  Yu, Jie ^a   Qin, S Joe ^b  

^a The University of Texas at Austin   (United States)

^b University of Southern California ^*  (United States)

Author keywords

Control performance monitoring; Left right diagonal interactors; Minimum variance control; Multivariable time delay structure

Indexed keywords

APRIORI; CONTROL PERFORMANCE; CONTROL PERFORMANCE MONITORING; INTERACTOR MATRIX; INTERACTORS; LEFT/RIGHT DIAGONAL INTERACTORS; MARKOV PARAMETERS; MINIMUM VARIANCE CONTROL; MODEL REQUIREMENTS; MULTIVARIABLE PROCESS; MULTIVARIABLE TIME-DELAY STRUCTURE; MULTIVARIATE PROCESS; NEW APPROACHES; NUMERICAL PROCEDURES; PERFORMANCE MONITORING; PROCESS KNOWLEDGE;

MULTIPLEXING; THREE TERM CONTROL SYSTEMS; TIME DELAY;

DELAY CONTROL SYSTEMS;

EID: 70249117514     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2009.02.002     Document Type: Article

References (27)

1. Desborough L., and Harris T.J. Performance assessment measures for univariate feedback control. Can. J. Chem. Eng. 70 (1992) 1186-1197
2. Desborough L., and Harris T.J. Performance assessment measures for univariate feedforward/feedback control. Can. J. Chem. Eng. 71 (1993) 605-616
3. DeVries W.R., and Wu S.M. Evaluation of process control effectiveness and diagnosis of variation in paper basis weight via multivariate time-series analysis. IEEE Trans. Auto. Cont. 23 (1978) 702-708
4. Goodwin G.C., and Sin K.S. Adaptive Filtering Prediction and Control (1984), Prentice-Hall, Englewood Cliffs, NJ
5. Goodwin G.C., Graebe S.F., and Salgado M.E. Control System Design (2001), Prentice-Hall, Upper Saddle River, NJ
6. Harris T.J. Assessment of control loop performance. Can. J. Chem. Eng. 67 10 (1989) 856-861
7. Harris T.J., Seppala C.T., and Desborough L.D. A review of performance monitoring and assessment technique for univariate and multivariate control systems. J. Proc. Cont. 9 (1999) 1-17
8. Harris T.J., Boudreau F., and MacGregor J.F. Performance assessment of multi-variable feedback controllers. Automatica 32 (1996) 1505-1518
9. Huang B., and Shah S.L. Performance Assessment of Control Loops: Theory and Applications, Advances in Industrial Control (1999), Springer-Verlag, London, Great Britain
10. Huang B., Shah S.L., and Miller R. Feedforward plus feedback controller performance assessment of MIMO systems. IEEE Trans. Cont. Syst. Technol. 8 3 (2000) 580-587
11. Huang B., Ding S.X., and Thornhill N. Practical solutions to multivariate feedback control performance assessment problem: reduced a priori knowledge of interactor matrices. J. Proc. Cont. 15 (2005) 573-583
12. Huang B., Ding S.X., and Thornhill N. Alternative solutions to multi-variate control performance assessment problems. J. Proc. Cont. 16 (2006) 457-471
13. Huang B., Shah S.L., and Fujii H. The unitary interactor matrix and its estimation using closed-loop data. J. Proc. Cont. 7 3 (1997) 195-207
14. Huang B., Shah S.L., and Kwok E.K. Good, bad or optimal? Performance assessment of multivariable processes. Automatica 33 6 (1997) 1175-1183
15. Jelali M. An overview of control performance assessment technology and industrial applications. Cont. Eng. Pract. 14 (2006) 441-466
16. Ko B.-S., and Edgar T.F. Performance assessment of cascade control loops. AIChE J. 46 (2000) 281-291
17. Ko B.S., and Edgar T.F. Performance assessment of constrained model predictive control systems. AIChE J. 47 (2001) 1363-1371
18. McNabb C.A., and Qin S.J. Projection based MIMO control performance monitoring - I. Covariance monitoring in state space. J. Proc. Cont. 13 8 (2003) 739-757
19. McNabb C.A., and Qin S.J. Fault diagnosis in the control invariant subspace of closed-loop systems. Ind. Eng. Chem. Res. 44 (2005) 2359-2368
20. Peng Y., and Kinnaert M. Explicit solution to the singular LQ regulation problem. IEEE Trans. Auto. Cont. 37 5 (1992) 633-636
21. Qin S.J. Recursive PLS algorithms for adaptive data modeling. Comput. Chem. Eng. 22 (1998) 503-514
22. Qin S.J., and Yu J. Recent developments in multivariable controller performance monitoring. J. Proc. Cont. 17 (2007) 221-227
23. Rogozinski M., Paplinski A., and Gibbard M. An algorithm for calculation of a nilpotent interactor matrix for linear multivariable systems. IEEE Trans. Auto. Cont. 32 (1987) 234-237
24. Wolovich W.A., and Falb P.L. Invariants and canonical forms under dynamic compensation. SIAM J. Cont. Opt. 14 6 (1976) 996-1008
25. Xia H., Majecki P., Ordys A., and Grimble M. Performance assessment of MIMO systems based on I/O delay information. J. Proc. Cont. 16 (2006) 373-383
26. Yu J., and Qin S.J. Statistical MIMO controller performance monitoring. Part I: data driven covariance benchmark. J. Proc. Cont. 18 (2008) 277-296
27. Yu J., and Qin S.J. Statistical MIMO controller performance monitoring. Part II: performance diagnosis. J. Proc. Cont. 18 (2008) 297-319