| Title |
Oracle-Based Economic Predictive Control |
| Authors |
MANZANO CRESPO, JOSÉ MARÍA, Nadales, J. M. , Munoz de la Pena, D. , Limon, D. , IEEE |
| External publication |
No |
| Means |
Proc IEEE Conf Decis Control |
| Scope |
Proceedings Paper |
| Nature |
Científica |
| Publication date |
01/01/2019 |
| ISI |
000560779003141 |
| Abstract |
This paper deals with an economic predictive controller for the optimal operation of a plant under the assumption that the only measurement of the system is the economic cost function to be minimized. In order to predict the evolution of the economic cost for a given input trajectory, an oracle with a NARX structure is proposed. Sufficient conditions to ensure the existence of such oracle are given, and based on this oracle, a novel predictive controller is proposed. Under certain assumptions, including ideal accurate estimation, it is proven that the proposed oracle-based economic predictive controller provides the same solution of a standard economic MPC based on the model plant, inheriting the properties of this class of controllers. The proposed oracle-based economic predictive controller is applied to a quadruple-tank process example. |
| Universidad Loyola members |
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