DocumentCode
3171487
Title
A Novel Scheme for Positive Real Balanced Truncation
Author
Unneland, Kari ; Van Dooren, Paul ; Egeland, Olav
Author_Institution
Norwegian Univ. of Sci. & Technol. (NTNU), Trondheim
fYear
2007
fDate
9-13 July 2007
Firstpage
947
Lastpage
952
Abstract
Here, model reduction, based on balanced truncation, of stable and passive systems will be considered. An overview over some of the already existing techniques will be given; Lyapunov balancing, Riccati balancing and Stochastic balancing. Subsequently a novel scheme for positive real balanced truncation will be proposed. This new method is a combination of the already existing Lyapunov balancing and Riccati balancing. Using Riccati balancing, the solution of two Riccati equations are needed to obtain passive reduced order systems. For the suggested method, only one Lyapunov equation and one Riccati equation are solved in order to obtain passive reduced order systems, which is less computationally demanding. A numerical example is given at the end to compare the approximation error of the different schemes.
Keywords
Lyapunov methods; Riccati equations; reduced order systems; Lyapunov balancing technique; Lyapunov equation; Riccati balancing technique; Riccati equations; Stochastic balancing technique; model reduction; passive reduced order systems; positive real balanced truncation; stable system; Approximation error; Cities and towns; Controllability; Cybernetics; Mathematical model; Observability; Reduced order systems; Riccati equations; Stability; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2007. ACC '07
Conference_Location
New York, NY
ISSN
0743-1619
Print_ISBN
1-4244-0988-8
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2007.4282863
Filename
4282863
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