Title :
Incorporating control performance tuning into economic model predictive control
Author :
Olumuyiwa I. Olanrewaju;Jan M. Maciejowski
Author_Institution :
Department of Engineering, University of Cambridge, UK
fDate :
7/1/2015 12:00:00 AM
Abstract :
Economic model predictive control (eMPC), where an economic objective is used directly as the objective function of the control system, has gained much popularity in recent literature. However, with a purely economic objective, the control designer has no influence over the control performance of the process. In this paper, we propose a means of tuning the objective function in order to give some level of control performance. Also, the stability proof for eMPC relies on some strict-dissipativity condition. We also show how this condition can be satisfied when the system is only dissipative with respect to the original objective function.
Keywords :
"Economics","Cost function","Linear programming","Tuning","Closed loop systems","Asymptotic stability"
Conference_Titel :
Control Conference (ECC), 2015 European
DOI :
10.1109/ECC.2015.7330599