DocumentCode
3693456
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
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
2547
Lastpage
2552
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"
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2015 European
Type
conf
DOI
10.1109/ECC.2015.7330921
Filename
7330921
Link To Document