Economic MPC with terminal cost and application to oilsand separation

IFAC-PapersOnLine

Volumn 28, Issue 8, 2015, Pages 20-25

  Liu, Su ^a   Zhang, Jing ^a   Liu, Jinfeng ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Chemical processes; Nonlinear systems; Predictive control; Process optimization

Indexed keywords

CONTROLLERS; MODEL PREDICTIVE CONTROL; NONLINEAR SYSTEMS; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS;

ASYMPTOTICALLY STABLE; AUXILIARY CONTROLLERS; CHEMICAL PROCESS; COMPUTATIONALLY EFFICIENT; NON-LINEAR CONTROLLERS; OPTIMAL STEADY STATE; PREDICTIVE CONTROL; PRIMARY SEPARATION VESSELS;

COSTS;

EID: 84992490729     PISSN: None     EISSN: 24058963     Source Type: Conference Proceeding    
DOI: 10.1016/j.ifacol.2015.08.151     Document Type: Conference Paper

References (12)

1. Amrit, R., Rawlings, J.B., and Angeli, D. (2011). Economic optimization using model predictive control with a terminal cost. Annual Reviews in Control, 35, 178-186.
2. Barnea, E. and Mizrahi, J. (1973). A generalized approach to the fluid dynamics of particulate systems: Part 1. general correlation for fluidization and sedimentation in solid multiparticle systems. Chemical Engineering Journal, 5, 171-189.
3. Diehl, M., Amrit, R., and Rawlings, J.B. (2011). A Lyapunov function for economic optimizing model predictive control. IEEE Transactions on Automatic Control, 56, 703-707.
4. Gilbert, W.A.M. (2004). Dynamic Simulation and Optimal Trajectory Planning for an Oils and Primary Separation Vessel. Master's thesis, University of Alberta.
5. Heidarinejad, M., Liu, J., and Christofides, P.D. (2012). Economic model predictive control of nonlinear process systems using lyapunov techniques. AIChE Journal, 58, 855-870.
6. Huang, R., Harinath, E., and Biegler, L.T. (2011). Lyapunov stability of economically-oriented NMPC for cyclic processes. Journal of Process Control, 21, 501-509.
7. Khalil, H.K. (2002). Nonlinear systems. Prentice Hall, Upper Saddle River, NJ, 3rd edition.
8. Liu, J., Chen, X., Muñoz de la Peña, D., and Christofides, P.D. (2010). Sequential and iterative architectures for distributed model predictive control of nonlinear process systems. AIChE Journal, 56, 2137-2149.
9. Masllyah, J.H., Kwong, T.K., and Seyer, F.A. (1981). Theoretical and experimental studies of a gravity separation vessel. Industrial & Engineering Chemistry Process Design and Development, 20, 154-160.
10. Müller, M.A., Angeli, D., and Allgöwer, F. (2014). On the performance of economic model predictive control with self-tuning terminal cost. Journal of Process Control, 24, 1179-1186.
11. Wallis, G.B. (1969). One-dimensional two-phase flow. McGraw Hill, New York.
12. Würth, L., Wolf, I.J., and Marquardt, W. (2013). On the numerical solution of discounted economic NMPC on infinite horizons. In Proceedings of the 10th IFAC International Symposium on Dynamics and Control of Process Systems, 209-214. Bombay, Mumbai, India.