Title :
On convergence of averagely constrained economic MPC and necessity of dissipativity for optimal steady-state operation
Author :
Muller, Matthias A. ; Angeli, David ; Allgower, F.
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
Abstract :
The contribution of this paper is twofold. First, we discuss necessity of a dissipativity condition which was recently used to prove optimal operation of a system at steady-state in an economic MPC framework. We illustrate with several examples that this dissipativity condition is not necessary, but comes close to being so in a certain sense. Second, we provide a Lyapunov-like stability analysis for averagely constrained economic model predictive control. This closes a gap which was left open in a recent paper on economic MPC.
Keywords :
Lyapunov methods; constraint theory; convergence; cost optimal control; predictive control; stability; Lyapunov like stability analysis; averagely constrained economic MPC; convergence; dissipativity condition necessity; model predictive control; optimal steady-state operation; Closed loop systems; Convergence; Cost function; Economics; Educational institutions; Steady-state; Trajectory;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580314