The nature of data pre-filters in MPC relevant identification - Open- and closed-loop issues

Automatica

Volumn 39, Issue 9, 2003, Pages 1617-1626

  Gopaluni, R Bhushan ^a   Patwardhan, Rohit S ^a,b   Shah, Sirish L ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

^b MATRIKON INC   (Canada)

Author keywords

Bias distribution; Identification; Model predictive controllers

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS;

BIAS DISTRIBUTION;

CONTROL EQUIPMENT;

EID: 0043093957     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0005-1098(03)00146-8     Document Type: Article

References (10)

1. Forssell U., Ljung L. Closed-loop identification revisited. Automatica. 35:1999;1215-1241.
2. Gevers, M. (1993). Essays on Control: Perspectives in the theory and its application. Progress in systems and control theory. Basel: Birkhauser.
3. Gevers M. A decade of progress in iterative process control design. From theory to practice Journal of Process Control. 12(4):2002;519-531.
4. Gopaluni, R. B., Patwardhan, R. S., & Shah, S. L. (2002). MPC relevant identification - tuning the noise model. Journal of Process Control, submitted for publication.
5. Hjalmarsson H., Gevers M., Gunnarsson S., Lequin O. Iterative feedback tuning. Theory and applications IEEE Control Systems Magazine. 18:1998;26-41.
6. Huang B., Shah S.L. Closed loop identification. A two step approach Journal of Process Control. 7(6):1997;425-438.
7. Huang, B., & Wang, Z. (1999). The role of data prefiltering for integrated identification and model predictive control. Proceedings of IFAC world congress, Beijing, China.
8. Ljung L. System identification: Theory for the user. 1999;Prentice-Hall, Englewood Cliffs, NJ.
9. Rossiter J.A., Kouvaritakis B. Modelling and implicit modelling for predictive control. International Journal of Control. 74(11):2001;1085-1095.
10. Shook D.S., Mohtadi S., Shah S.L. A control - relevant identification strategy for GPC. IEEE Transactions on Automatic Control. 37(7):1992;975-980