A two-stage method for identification of dual-rate systems with fast input and very slow output

Industrial and Engineering Chemistry Research

Volumn 48, Issue 4, 2009, Pages 1980-1988

  Mo, Shengyong ^a   Chen, Xi ^a   Zhao, Jun ^a   Qian, Jixin ^a   Shao, Zhijiang ^a  

^a STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL ENGINEERING; CHEMICAL INDUSTRY; DISTILLATION; DISTILLATION COLUMNS; IMPULSE RESPONSE;

CHEMICAL PROCESS INDUSTRIES; COMBINING TECHNIQUES; DUAL RATES; DUAL-RATE SYSTEMS; FINITE-IMPULSE RESPONSE; INPUT SIGNALS; LEAST-SQUARES; LOCAL MINIMUM PROBLEMS; NEWTON-RAPHSON; OUTPUT ERROR METHODS; OUTPUT ERROR MODELS; RATE MODELS; SAMPLED DATUM; SIMULATION EXAMPLES; TWO-STAGE METHODS;

TUNNELING (EXCAVATION);

EID: 61849124672     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie800948g     Document Type: Article

References (23)

1. Lu, W.; Fisher, D. G. Output Estimation with Multirate Sampling. Int. J. Control 1988, 48, 149-160.
2. Lu, W.; Fisher, D. G. Least-squares Output Estimation with Multirate sampling. IEEE. Trans. Autom. Control 1989, 34, 669-672.
3. Lu, W.; Fisher, D. G. Multirate Adaptive Inferential Estimation. IEE Proc. D 1992, 139, 181-189.
4. Li, D.; Shah, S. L.; Chen, T. Identification of Fast-rate Models from Multirate Data. Int. J. Control 2001, 74, 680-689.
5. Li, D.; Shah, S. L.; Chen, T. Analysis of Dual-rate Inferential Control Systems. Automatica 2002, 38, 1053-1059.
6. Li, D.; Shah, S. L.; Chen, T.; Qi, K. Z. Application of Dual-rate Modeling to CCR Octane Quality Inferential Control. IEEE Trans. Control Syst. Technol. 2003, 11, 43-51.
7. Kranc, G. M. Input-Output Analysis of Multirate Feedback Systems. IRE Trans. Autom. Control 1957, 3, 21-28.
8. Chen, T.; Francis, B. Optimal Sampled-Data Control Systems; Springer-Verlag: Berlin, 1995.
9. Freidland, B. Sampled-Data Control Systems Containing Periodically Varying Members. Proc. 1961 IFAC World Congress 1961, 37, 361-367.
10. Khargonekar, P. P.; Poolla, K.; Tannenbaum, A. Robust Control of Linear Time-invariant Plants Using Periodic Compensation. IRE Trans. Autom. Control 1985, 30, 1088-1096.
11. Raghavan, H.; Gopaluni, B.; Shah, S. L.; Pakpahan, J.; Patwardhan, R.; Robson, C. Gray-box Identification of Dynamic Models for the Bleaching Operation in a Pulp Mill. J. Process Control 2005, 15, 451-468.
12. Raghavan, H.; Tangilara, A. K.; Gopaluni, B.; Shah, S. L. Identification of Chemical Processes with Irregular Output Sampling. Control Eng. Pract. 2006, 14, 467-480.
13. Ding, F. Convergence Analysis of Auxiliary Model Identification Algorithm for Multivariable Systems. Control Theory Appl. 1997, 14, 192-200.
14. Ding, F.; Chen, T. Combined Parameter and Output Estimation of Dual-Rate Systems Using an Auxiliary Model. Automatica 2004, 40, 1739-1748.
15. Ding, F.; Chen, T. Identification of Dual-rate Systems Based on Finite Impulse Response Model. Int. J. Adapt. Control Signal Process 2004, 18, 589-598.
16. Zhu, Y.; Telkamp, H. System Identification Using Slow and Irregular Output Samples; Proceeding of the 44th IEEE Conference on Decision and Control, and the European Control Conference; Seville, Spain, 2005; 3608-3613.
17. Zhu, Y.; Telkamp, H.; Wang, -J.; Fu, Q. System Identification Using Slow and Irregular Output Samples, J. Process Control, published online 2008;doi:10.1016/j.jprocont.2008.02.002.
18. Ljung, L. System Identification: Theory for the User, Second Edition; Prentice-Hall, Inc.: Englewood Cliffs, NJ, 1999.
19. Zhu, Y. Multivariable System Identification for Process Control,1st ed.; Pergamon, Elsevier Science Ltd.: New York, 2001.
20. Press, W. H.; Teukolsky, S. A.; Vetterling, W. T.; Flannery, B. P. Numerical Recipes in C: The Art of Scientific Computing, 2nd ed.; Cambridge University Press: New York, 1995.
21. Jury, E. I. Theory and Application of the z-Transform Method; John Wiley & Sons, Inc.: New York, 1964.
22. Hagenblad, A.; Ljung, L. Maximum Likelihood Identification of Wiener Models with a Linear Regression Initialization. Proceedings of the 37th IEEE Conference on Decision & Control, Tampa, Florida, U.S.A. 1998, 712-713.
23. Saffer, A.; Barker, R. S. Preparation of aromatic polycarboxylic acids. US Patent No. 2,833,816, 1958.