Title :
Robust H∞ control of a class of switched nonlinear systems with application to macroscopic urban traffic control
Author :
Hajiahmadi, Mohammad ; De Schutter, Bart ; Hellendoorn, Hans
Author_Institution :
Delft Center for Syst. & Control, Delft Univ. of Technol., Delft, Netherlands
Abstract :
This paper presents stability analysis and robust H∞ control for nonlinear switched systems bounded in sectors with arbitrary boundaries. By proposing new and more general multiple Lyapunov functions that incorporate nonlinearities in the system, we formulate the stability conditions under arbitrary switching in the form of linear matrix inequalities. Moreover, an optimization problem subject to bilinear matrix inequalities is established in order to determine the minimum L2-gain along with the optimal matrices for the Lyapunov functions and for the robust state feedback gains. Finally, the optimization problem is recast as a bi-level convex optimization problem using loop transformation and other linear matrix inequalities techniques. Furthermore, in order to illustrate the performance of the proposed switching control scheme, results for control of an urban network partitioned into sub-regions and modeled using a high-level hybrid model are presented.
Keywords :
H∞ control; Lyapunov methods; bilinear systems; control nonlinearities; convex programming; linear matrix inequalities; nonlinear control systems; road traffic control; robust control; state feedback; switching systems (control); Lyapunov functions; arbitrary boundaries; arbitrary switching; bilevel convex optimization problem; bilinear matrix inequalities; high-level hybrid model; loop transformation; macroscopic urban traffic control; minimum L2-gain; nonlinearities; optimal matrices; robust H∞ control; robust state feedback gains; stability analysis; stability conditions; switched nonlinear systems; switching control scheme; urban network control; Linear matrix inequalities; Lyapunov methods; Robustness; Stability analysis; Switched systems; Switches;
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.2014.7039648