DocumentCode
3583096
Title
Concurrent nonlinear predictive control and economic management of energy-integrated systems
Author
Baldea, Michael ; Touretzky, Cara R.
Author_Institution
McKetta Dept. of Chem. Eng., Univ. of Texas at Austin, Austin, TX, USA
fYear
2013
Firstpage
2062
Lastpage
2067
Abstract
We consider a class of process systems with significant energy recovery. Revisiting our previous results concerning the two time scale dynamics of such systems, we demonstrate that the fast dynamics is asymptotically stable in most physically-relevant cases. On this basis, we propose a hierarchical controller design, comprised of a simple, linear control system for the fast dynamics and a MISO NMPC for the slow dynamics. We prove that this composite controller ensures exponential stability for the two time scale system. We establish a parallel between this approach and the concept of economic model predictive control, and show its implications in optimal energy management. Finally, we provide an illustrative simulation case study.
Keywords
asymptotic stability; control system synthesis; linear systems; nonlinear control systems; predictive control; asymptotic stability; concurrent nonlinear predictive control; economic management; economic model predictive control; energy recovery; energy-integrated systems; exponential stability; hierarchical controller design; linear control system; optimal energy management; Control theory; Economics; Heating; Inductors; Mathematical model; Nonlinear dynamical systems; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2013 European
Type
conf
Filename
6669280
Link To Document