Title :
Safety verification of implicitly defined MPC feedback laws
Author :
Juraj Holaza;Bálint Takács;Michal Kvasnica;Stefano Di Cairano
Author_Institution :
Slovak University of Technology in Bratislava, Slovakia
fDate :
7/1/2015 12:00:00 AM
Abstract :
For a closed-loop system composed of a linear controlled plant and an MPC feedback strategy we show how to verify that closed-loop state trajectories either enter or avoid a given set of unsafe states. The search for the safety certificate is formulated as a mixed-integer linear programming problem which yields non-conservative certificates. The optimal control commands generated by the MPC policy are represented by Karush-Kuhn-Tucker optimality conditions, which allow to perform the verification without the need to explicitly compute reachable sets.
Keywords :
"Safety","Trajectory","Chlorine","Optimal control","Closed loop systems","Optimization","Real-time systems"
Conference_Titel :
Control Conference (ECC), 2015 European
DOI :
10.1109/ECC.2015.7330921