DocumentCode :
3535573
Title :
Generalized incremental balanced truncation for nonlinear systems
Author :
Besselink, Bart ; van de Wouw, N. ; Scherpen, Jacquelien M. A. ; Nijmeijer, H.
Author_Institution :
Dept. of Electr. Eng., KTH R. Inst. of Technol., Stockholm, Sweden
fYear :
2013
fDate :
10-13 Dec. 2013
Firstpage :
5552
Lastpage :
5557
Abstract :
The method of generalized incremental balanced truncation is introduced in this paper, providing a technique for model reduction of nonlinear systems in which the autonomous part of the vector field is anti-symmetric. This approach differs from existing balancing-like reduction techniques in the definition of two novel, incremental energy functions, which provides several advantages. First, stability properties of the reduced-order model can be guaranteed, hereby considering the stability of trajectories for both zero and nonzero input. Second, a computable bound on the reduction error is derived. The reduction technique is illustrated by means of application to an example of a nonlinear electronic circuit.
Keywords :
nonlinear control systems; reduced order systems; stability; balancing-like reduction techniques; computable bound; generalized incremental balanced truncation method; incremental energy functions; model reduction technique; nonlinear electronic circuit; nonlinear systems; nonzero input; reduced-order model; stability properties; vector field; zero input; Circuit stability; Controllability; Nonlinear systems; Observability; Reduced order systems; Stability analysis; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
ISSN :
0743-1546
Print_ISBN :
978-1-4673-5714-2
Type :
conf
DOI :
10.1109/CDC.2013.6760764
Filename :
6760764
Link To Document :
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