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.

(2010). Economic MPC for a changing economic criterion . Retrieved from http://hdl.handle.net/10446/169502

Economic MPC for a changing economic criterion

Ferramosca, Antonio;
2010-01-01

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.
2010
Ferramosca, Antonio; Rawlings, James B.; Limon, Daniel; Camacho, Eduardo F.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/169502
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