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Single-layer economic model predictive control for periodic operation

Authors :
Institut de Robòtica i Informàtica Industrial
Limón Marruedo, Daniel
Pereira Martin, Mario
Muñoz de la Peña, David
Álamo Cantarero, Teodoro
Grosso Pérez, Juan Manuel
Institut de Robòtica i Informàtica Industrial
Limón Marruedo, Daniel
Pereira Martin, Mario
Muñoz de la Peña, David
Álamo Cantarero, Teodoro
Grosso Pérez, Juan Manuel
Publication Year :
2014

Abstract

In this paper we consider periodic optimal operation of constrained periodic linear systems. We propose an economic model predictive controller based on a single layer that unites dynamic real time optimization and control. The proposed controller guarantees closed-loop convergence to the optimal periodic trajectory that minimizes the average operation cost for a given economic criterion. A priori calculation of the optimal trajectory is not required and if the economic cost function is changed, recursive feasibility and convergence to the new periodic optimal trajectory is guaranteed. The results are demonstrated with two simulation examples, a four tank system, and a simplified model of a section of Barcelona's water distribution network.<br />Peer Reviewed<br />Postprint (author’s final draft)

Details

Database :
OAIster
Notes :
18 p., application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.ocn926954397
Document Type :
Electronic Resource