Title :
Economic Model Predictive Control with parameter-varying cost and guaranteed average performance
Author :
David Angeli;Alessandro Casavola;Francesco Tedesco
Author_Institution :
Department of Electrical and Electronic Engineering, Imperial College London, SW7 2AZ, U.K.
Abstract :
Parameter-varying stage costs are considered throughout this note. An Economic Model Predictive Control algorithm (EMPC) is proposed and analyzed to cope with possible feasibility issues in the on-line optimization phase due to sudden commutations of terminal ingredients as resulting from the variation of the cost functional. Asymptotic average performance bounds are obtained in terms of weighted averages of performance at equilibrium states and along reconciling trajectories joining such equilibria. A simulated example illustrates the approach.
Keywords :
"Economics","Standards","Switches","Steady-state","Predictive control","Cost function"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7402892