Economic model predictive control with self-tuning terminal weight

2013 European Control Conference, ECC 2013

Volumn , Issue , 2013, Pages 2044-2049

  Müller, Matthias A ^a   Angeli, David ^b,c   Allgöwer, Frank ^a  

^a UNIVERSITY OF STUTTGART   (Germany)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

^c UNIVERSITY OF FLORENCE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

PREDICTIVE CONTROL SYSTEMS;

CLOSED LOOPS; ECONOMIC MODELING; LIMIT VALUES; SELFTUNING; TERMINAL STATE; TIME VARYING; UPPER BOUND;

MODEL PREDICTIVE CONTROL;

EID: 84893258042     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2013.6669271     Document Type: Conference Paper

References (14)

1. D. Q. Mayne, J. B. Rawlings, C. V. Rao, and P. O. M. Scokaert, "Constrained model predictive control: Stability and optimality, " Automatica, vol. 36, pp. 789-814, 2000.
2. T. G. Hovgaard, L. F. S. Larsen, and J. B. Jørgensen, "Flexible and cost efficient power consumption using economic MPC - A supermarket refrigeration benchmark, " in Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011, pp. 848-854.
3. D. Angeli, R. Amrit, and J. B. Rawlings, "On average performance and stability of economic model predictive control, " IEEE Transactions on Automatic Control, vol. 57, no. 7, pp. 1615-1626, 2012.
4. M. Diehl, R. Amrit, and J. B. Rawlings, "A Lyapunov function for economic optimizing model predictive control, " IEEE Transactions on Automatic Control, vol. 56, no. 3, pp. 703-707, 2011.
5. R. Amrit, J. B. Rawlings, and D. Angeli, "Economic optimization using model predictive control with a terminal cost, " Annual Reviews in Control, vol. 35, pp. 178-186, 2011.
6. R. Huang, E. Harinath, and L. T. Biegler, "Lyapunov stability of economically-oriented NMPC for cyclic processes, " Journal of Process Control, vol. 21, pp. 501-509, 2011.
7. M. Heidarinejad, J. Liu, and P. D. Christofides, "Economic model predictive control of nonlinear process systems using Lyapunov techniques, " AIChE Journal, vol. 58, pp. 855-870, 2012.
8. L. Grune, "Economic receding horizon control without terminal constraints, " Automatica, vol. 49, no. 3, pp. 725-734, 2013.
9. D. Limon, T. Alvarado, I. Alamo, and E. F. Camacho, "MPC for tracking piecewise constant references for constrained linear systems, " Automatica, vol. 44, pp. 2382-2387, 2008.
10. A. Ferramosca, D. Limon, T. Alvarado, I. Alamo, and E. F. Camacho, "MPC for tracking with optimal closed-loop performance, " Automatica, vol. 45, pp. 1975-1978, 2009.
11. L. Fagiano and A. R. Teel, "Model predictive control with generalized terminal constraint, " in Proceedings of the IFAC Conference on Nonlinear Model Predictive Control, 2012, pp. 299-304.
12. L. Fagiano and A. R. Teel, "On generalized terminal state constraints for model predictive control, " 2012, available online: ArXiv:1207.0788v1.
13. A. Ferramosca, J. B. Rawlings, D. Limon, and E. F. Camacho, "Economic MPC for a changing economic criterion, " in Proceedings of the 49th IEEE Conference on Decision and Control, 2010, pp. 6131- 6136.
14. A. Ferramosca, "Model predictive control of systems with changing setpoints, " Ph.D. dissertation, Universidad de Sevilla, 2011.