Approximations Based Optimal Control Design for a Class of Switched Dynamic Systems

被引:0
作者
Azhmyakov, V. [1 ]
Serrezuela, R. R. [1 ]
Guzman Trujillo, L. A. [1 ]
机构
[1] Univ Antonio Narino, Fac Elect & Biomed Engn, Neiva, Colombia
来源
IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2014年
关键词
HYBRID SYSTEMS; OPTIMIZATION;
D O I
暂无
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 contribution deals with a new computational approach to optimal control design for a class of switched systems. The control strategy we develop is based on the proximal point method applied to a specific optimal control problem (OCP) with switched dynamics. The class of OCPs under consideration is widely applicable in optimization of electronic systems. We create constructive approximations for the initial sophisticated OCP, establish numerical stability of the resulting computational algorithm and develop an optimal control strategy. We finally discuss some numerical issues, study an illustrative example and also point possible generalizations of the elaborated control design in the context of hybrid dynamic systems.
引用
收藏
页码:90 / 95
页数:6
相关论文
共 33 条
[1]  
Attia S. A., DISCRETE EVENT DYNAM
[2]   Gradient descent approach to optimal mode scheduling in hybrid dynamical systems [J].
Axelsson, H. ;
Wardi, Y. ;
Egerstedt, M. ;
Verriest, E. I. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2008, 136 (02) :167-186
[3]   Optimal mode-switching for hybrid systems with varying initial states [J].
Axelsson, H. ;
Boccadoro, M. ;
Egerstedt, M. ;
Valigi, P. ;
Wardi, Y. .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2008, 2 (03) :765-772
[4]  
Azhmyakov V, 2010, P AMER CONTR CONF, P129
[5]   Optimal control of impulsive hybrid systems [J].
Azhmyakov, V. ;
Boltyanski, V. G. ;
Poznyak, A. .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2008, 2 (04) :1089-1097
[6]   Hybrid LQ-Optimization Using Dynamic Programming [J].
Azhmyakov, V. ;
Galvan-Guerra, R. ;
Egerstedt, M. .
2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, :3617-+
[7]  
Azhmyakov V., 2014, P 18 IFAC W IN PRESS
[8]  
Azhmyakov V, 2008, LECT NOTES COMPUT SC, V4981, P30
[9]   Convex control systems and convex optimal control problems with constraints [J].
Azhmyakov, Vadim ;
Raisch, Joerg .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (04) :993-998
[10]   A Proximal Point Based Approach to Optimal Control of Affine Switched Systems [J].
Azhmyakov, Vadim ;
Basin, Michael V. ;
Raisch, Joerg .
DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS, 2012, 22 (01) :61-81