DocumentCode
2573572
Title
Economic MPC for a changing economic criterion
Author
Ferramosca, A. ; Rawlings, J.B. ; Limon, D. ; Camacho, E.F.
Author_Institution
Dept. de Ing. de Sist. y Autom., Univ. de Sevilla, Sevilla, Spain
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
6131
Lastpage
6136
Abstract
In the process industries it is often desirable that model predictive controllers (MPC) use a stage cost function that incorporates some types of economic criteria. In [1] it is proved that this kind of controller provides better economic performance than the standard setpoint-tracking MPC formulations. In [2] a Lyapunov function is provided for the economic MPC formulation. In [3], [4] an MPC for setpoint tracking is presented that ensures feasibility for a changing setpoint, enlarging the domain of attraction of the controller. In this paper, a new MPC controller is proposed, which is a hybrid of these two previous controllers, and inherits their best properties. Three examples are presented that demonstrate the advantages of the new formulation.
Keywords
Lyapunov methods; industrial economics; predictive control; process control; Lyapunov function; MPC controller; changing economic criterion; economic MPC formulation; economic criteria; economic performance; model predictive controllers; process industry; setpoint tracking; stage cost function; standard setpoint-tracking MPC formulations; Asymptotic stability; Biological system modeling; Control systems; Cost function; Economics; Steady-state;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717482
Filename
5717482
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