DocumentCode
15467
Title
Economic MPC for a Changing Economic Criterion for Linear Systems
Author
Ferramosca, Antonio ; Limon, Daniel ; Camacho, E.F.
Author_Institution
Inst. of Technol. Dev. for the Chem. Ind., Univ. Nac. del Litoral, Santa Fe, Argentina
Volume
59
Issue
10
fYear
2014
fDate
Oct. 2014
Firstpage
2657
Lastpage
2667
Abstract
Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.
Keywords
Lyapunov methods; asymptotic stability; economics; linear systems; predictive control; Lyapunov function; asymptotic stability; changing economic criterion; dynamic regulation problem; economic MPC; economic model predictive controllers; economic setpoint; linear prediction models; linear systems; optimal operation point; Asymptotic stability; Cost function; Economics; Stability criteria; Steady-state; Xenon; Asymptotic stability; changing economic criterion; economic cost function; model predictive control (MPC); real time optimizer (RTO);
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2014.2326013
Filename
6819409
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