Title :
Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC
Author :
Faulwasser, Timm ; Korda, Milan ; Jones, Colin N. ; Bonvin, Dominique
Author_Institution :
Lab. d´Autom., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
We investigate the turnpike and dissipativity properties of continuous-time optimal control problems. These properties play a key role in the analysis and design of schemes for dynamic real-time optimization and economic model predictive control. We show in a continuous-time setting that dissipativity of a system with respect to a steady state implies the existence of a turnpike at this steady state and optimal stationary operation at this steady state. Furthermore, we investigate the converse statements: We show that the existence of a turnpike at a steady state implies (a) that this steady state is the optimal steady state; and (b) that over an infinite horizon the system is optimally operated at this steady state. We draw upon a numerical example to illustrate our findings.
Keywords :
economics; optimal control; predictive control; real-time systems; continuous-time optimal control problems; dissipativity properties; dynamic real-time optimization; economic MPC; economic model predictive control; optimal stationary operation; steady state operation; turnpike properties; Cost function; Inductors; Optimal control; Polynomials; Steady-state; Trajectory; dissipativity; dynamic real-time optimization; economic model predictive control; turnpike property;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039808