DocumentCode
2515228
Title
Model reduction of linear systems over finite-frequency intervals via frequency-dependent balanced truncation: Singleton case
Author
Du, Xin ; Yang, Guanghong ; Ye, Dan
Author_Institution
Fac. of Electr. Eng., Math. & Comput. Sci., Shanghai Univ., Shanghai, China
fYear
2011
fDate
23-25 May 2011
Firstpage
1374
Lastpage
1376
Abstract
The finite-frequency model reduction problem (FFMRP) was revisited, reformulated and rediscovered in this paper. Inspired by the Generalized KYP (GKYP) Lemma and classic balanced truncation (BT) method, it is conceived and believed that there exists a generalized frequency dependent balanced truncation (FDBT) method solving the FFMRP perfectly. For the special singleton case (i.e. the system´s operating at a fixed frequency), the conceived FDBT was successful developed. FDBT generate reduced-order model with an explicit frequency dependent approximation error bound which is not greater than the error bound obtained by the classic BT. A ladder RLC circuit example was carried out to illustrate the advantage of FDBT. Although the FDBT in this paper was incomplete and cannot deal with the general finite-frequency cases, it is believed that this results paved the way for the final solution of FFMRP.
Keywords
reduced order systems; approximation error bound; classic balanced truncation; finite-frequency intervals; finite-frequency model reduction problem; frequency-dependent balanced truncation; generalized KYP lemma; linear systems; reduced-order model; Equations; Frequency control; Frequency dependence; Mathematical model; Observability; Reduced order systems; Time frequency analysis; Balanced Truncation; Finite frequency; Generalized Kalman-Yakubovich-Popov (GKYP) lemma; Model reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location
Mianyang
Print_ISBN
978-1-4244-8737-0
Type
conf
DOI
10.1109/CCDC.2011.5968404
Filename
5968404
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