Algorithms for improved fixed-time performance of Lyapunov-based economic model predictive control of nonlinear systems

Journal of Process Control

Volumn 23, Issue 3, 2013, Pages 404-414

  Heidarinejad, Mohsen ^a   Liu, Jinfeng ^b   Christofides, Panagiotis D ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Chemical processes; Economic optimization; Model predictive control; Nonlinear systems; Process optimization

Indexed keywords

CHEMICAL PROCESS; ECONOMIC COSTS; ECONOMIC MODELS; ECONOMIC OPTIMIZATION; EXPLICIT FEEDBACK; INVARIANT SET; OPERATION PERIOD; PREDICTION HORIZON; PROCESS DISTURBANCES; QUADRATIC COST FUNCTIONS; SAMPLING TIME; STABILITY REGIONS; TIME VARYING;

ALGORITHMS; CHEMICAL ENGINEERING; COST FUNCTIONS; MODEL PREDICTIVE CONTROL; NONLINEAR SYSTEMS; OPTIMIZATION;

PREDICTIVE CONTROL SYSTEMS;

EID: 84874649987     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2012.11.003     Document Type: Article

References (19)

1. D. Angeli, R. Amrit, and J.B. Rawlings On average performance and stability of economic model predictive control IEEE Transactions on Automatic Control 57 2012 1615 1626
2. X. Chen, M. Heidarinejad, J. Liu, and P.D. Christofides Distributed economic MPC: application to a nonlinear chemical process network Journal of Process Control 22 2012 689 699
3. P.D. Christofides, and N.H. El-Farra Control of Nonlinear and Hybrid Process Systems: Designs for Uncertainty, Constraints and Time-delays 2005 Springer-Verlag Berlin, Germany
4. P.D. Christofides, J. Liu, and D. Muñoz de la Peña Networked and Distributed Predictive Control: Methods and Nonlinear Process Network Applications. Advances in Industrial Control Series 2011 Springer-Verlag London, England
5. M. Diehl, R. Amrit, and J.B. Rawlings A Lyapunov function for economic optimizing model predictive control IEEE Transactions on Automatic Control 56 2011 703 707
6. S. Engell Feedback control for optimal process operation Journal of Process Control 17 2007 203 219 (Pubitemid 46205320)
7. M. Heidarinejad, J. Liu, and P.D. Christofides Economic model predictive control of nonlinear process systems using Lyapunov techniques AIChE Journal 58 2012 855 870
8. T.G. Hovgaard, L.F.S. Larsen, and J.B. Jørgensen Robust economic MPC for a power management scenario with uncertainties Proceedings of 50th IEEE Conference on Decision and Control and European Control Conference Orlando, FL 2011 1515 1520
9. R. Huang, L.T. Biegler, and E. Harinath Robust stability of economically oriented infinite horizon NMPC that include cyclic processes Journal of Process Control 22 2012 51 59
10. R. Huang, E. Harinath, and L.T. Biegler Lyapunov stability of economically oriented NMPC for cyclic processes Journal of Process Control 21 2011 501 509
11. J. Lee, and D. Angeli Cooperative distributed model predictive control for linear plants subject to convex economic objectives Proceedings of 50th IEEE Conference on Decision and Control and European Control Conference Orlando, FL 2011 3434 3439
12. Y. Lin, E.D. Sontag, and Y. Wang A smooth converse Lyapunov theorem for robust stability SIAM Journal on Control and Optimization 34 1996 124 160 (Pubitemid 126562693)
13. J. Ma, J. Qin, T. Salsbury, and P. Xu Demand reduction in building energy systems based on economic model predictive control Chemical Engineering Science 67 2012 92 100
14. J.P. Maree, and L. Imsland On combining economical performance with control performance in NMPC Proceedings of the 18th IFAC World Congress, vol. 18 Milan, Italy 2011 5501 5506
15. P. Mhaskar, N.H. El-Farra, and P.D. Christofides Predictive control of switched nonlinear systems with scheduled mode transitions IEEE Transactions on Automatic Control 50 2005 1670 1680 (Pubitemid 41748864)
16. C.R. Porfírio, and D. Odloak Optimizing model predictive control of an industrial distillation column Control Engineering Practice 19 2011 1137 1146
17. J.B. Rawlings, R. Amrit, Optimizing process economic performance using model predictive control, in: L. Magni, D.M. Raimondo, F. Allgöwer (Eds.), Nonlinear Model Predictive Control, Lecture Notes in Control and Information Science Series, vol. 384, Springer, Berlin, 2009, pp. 119-138.
18. A. Wächter, and L.T. Biegler On the implementation of primal-dual interior point filter line search algorithm for large-scale nonlinear programming Mathematical Programming 106 2006 25 57 (Pubitemid 41813168)
19. D. Wei, I.K. Craig, and M. Bauer Multivariate economic performance assessment of an MPC controlled electric arc furnace ISA Transactions 46 2007 429 436 (Pubitemid 46809737)