Comparative study on techniques of model order reduction using rational Krylov subspace method

被引:2
作者
Saiduzzaman, Md [1 ]
Islam, Md Shafiqul [1 ]
Uddin, Mohammad Monir [2 ]
Gani, Mohammad Osman [3 ]
机构
[1] Int Univ Business Agr & Technol IUBAT, Dept Quantitat Sci, Dhaka, Bangladesh
[2] North South Univ, Dept Math & Phys, Dhaka, Bangladesh
[3] Jahangirnagar Univ, Dept Math, Dhaka, Bangladesh
关键词
Model order reduction; Lyapunov equation; BT; PDEG; RKSM; BALANCED TRUNCATION;
D O I
10.1080/09720502.2022.2133224
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We present Model Reduction (MR) techniques of the 1st order system and 2nd order dynamical systems using the Balanced Truncation (BT) method [1, 2] and Projection onto the dominant Eigenspace of the Gramian (PDEG) method [3]. We get help from the well-known Rational Krylov Subspace Method (RKSM) [4] for BT and PDEG. We also mention the Lyapunov equations [1] with their solutions known as the system gramians. Finally, a comparison is shown between BT and PDEG methods using numerical experiments.
引用
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页码:1971 / 1978
页数:8
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