DocumentCode
2680007
Title
Model Order Reduction of High Order LTI System Using Balanced Truncation Approximation
Author
Patil, Poonam J. ; Patil, Mukesh D.
Author_Institution
Fac. of Instrum. Eng., Univ. of Mumbai, Navi Mumbai, India
fYear
2011
fDate
20-22 July 2011
Firstpage
1
Lastpage
6
Abstract
Most of the mathematical model of industrial applications have very high order, implementation and computation of such system is complicated and time consuming so there is an increasing need for obtaining suitable low order approximations of such systems. Low order models result in several advantages such as reduction in computational complexity and easy analysis of original system structure. This paper proposes a numerically efficient model order reduction method using balanced truncation for high order Linear Time Invariant(LTI) systems. Most important feature of this method is that it provides a bound of the infinity norm of approximation error, using Henkel singular values. This bound is very useful in performance evaluation. The simulation result shows the effectiveness of the proposed scheme to obtain the stable 8th order reduced model from a stable 20th order original system with minimum error bound.
Keywords
approximation theory; linear systems; reduced order systems; singular value decomposition; Henkel singular values; balanced truncation approximation; high order linear time invariant systems; minimum error bound; model order reduction method; performance evaluation; Analytical models; Approximation methods; Computational modeling; Controllability; Mathematical model; Matrix decomposition; Reduced order systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Process Automation, Control and Computing (PACC), 2011 International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-61284-765-8
Type
conf
DOI
10.1109/PACC.2011.5979004
Filename
5979004
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