Title :
Optimal and suboptimal event-triggering in linear model predictive control
Author :
Michael Jost;Moritz Schulze Darup;Martin Monnigmann
Author_Institution :
Dept. of Mech. Eng., Ruhr-Univ. Bochum, Bochum, Germany
fDate :
7/1/2015 12:00:00 AM
Abstract :
We present two event-triggered MPC laws that do not require to solve a quadratic program (QP) in every time step but only upon certain events. We prove one of the control laws results in exactly the same closed-loop behavior as classical MPC. The second control law requires even fewer QPs per time. It is suboptimal w.r.t. the MPC cost function, but still results in asymptotically stable closed-loop behavior. We illustrate the event-triggered MPC laws with two examples.
Keywords :
"Optimal control","Cost function","Aerospace electronics","Lyapunov methods","Predictive control"
Conference_Titel :
Control Conference (ECC), 2015 European
DOI :
10.1109/ECC.2015.7330695