Robust H∞ switching control techniques for switched nonlinear systems with application to urban traffic control

被引:34
作者
Hajiahmadi, Mohammad [1 ]
De Schutter, Bart [1 ]
Hellendoorn, Hans [1 ]
机构
[1] Delft Univ Technol, Delft Ctr Syst & Control, Delft, Netherlands
关键词
switched systems; robust control; linear matrix inequalities; urban traffic control; LINEAR-SYSTEMS; STABILITY; STABILIZATION; CONTROLLABILITY; PERIMETER;
D O I
10.1002/rnc.3504
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents robust switching control strategies for switched nonlinear systems with constraints on the control inputs. A quantization technique is used to relax the constraint on continuous control inputs and the L-2-gain analysis and H control design problem for switched nonlinear systems are presented. Next, as an alternative method, the switched nonlinear system is approximated by a switched affine system that has autonomous and controlled switching behavior. A robust switching control law is proposed to stabilize the switched affine system. The design procedure involves solving an optimization problem that is nonconvex in a single scalar variable only. Furthermore, we provide the sufficient conditions under which the proposed switching law is able to stabilize the original switched nonlinear system. Finally, the proposed methods are utilized for control of urban traffic networks modeled on a high level. The traffic control objective is translated into a stability and disturbance attenuation problem for the urban network represented by a switched nonlinear system. The switching control approaches are able to reduce congestion in the network and to attenuate the effects of uncertain trip demands. Because the design of the switching laws is performed offline, real-time traffic control is possible with the proposed methods. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:1286 / 1306
页数:21
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