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
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;
Conference_Titel :
Control Conference (ECC), 2013 European