TY - JOUR
T1 - Order-Reduced models based on two sides techniques for input-Output systems governed by differential- Algebraic equations
AU - Xu, Kang Li
AU - Yang, Zhi Xia
AU - Jiang, Yao Lin
N1 - Publisher Copyright:
© 2015 by Begell House, Inc.
PY - 2015
Y1 - 2015
N2 - In this paper, a new model order reduction method is presented for solving large-scale differential-algebraic equation (DAE) systems. By nonsingular matrix transforms, the large-scale DAE system is decomposed into an ordinary differential equation (ODE) subsystem and a DAE subsystem with the same index as the original system. A dual weighted H2 model order reduction method is used to reduce the ODE subsystem, which can avoid the problem of large calculation caused by solving the Lyapunov equations. In order to keep the stability of the original DAE subsystem, we present a modified Lanczos model reduction (MLMR) method, which can produce a reduced-order model with better performances. Numerical experiments illustrate the effectiveness of our method.
AB - In this paper, a new model order reduction method is presented for solving large-scale differential-algebraic equation (DAE) systems. By nonsingular matrix transforms, the large-scale DAE system is decomposed into an ordinary differential equation (ODE) subsystem and a DAE subsystem with the same index as the original system. A dual weighted H2 model order reduction method is used to reduce the ODE subsystem, which can avoid the problem of large calculation caused by solving the Lyapunov equations. In order to keep the stability of the original DAE subsystem, we present a modified Lanczos model reduction (MLMR) method, which can produce a reduced-order model with better performances. Numerical experiments illustrate the effectiveness of our method.
KW - Differential-algebraic equation systems
KW - Dual-weighted H<inf>2</inf> norm
KW - Model order reduction
KW - Modified lanczos method
KW - Multi-input and multi-output
UR - https://www.scopus.com/pages/publications/84932153210
U2 - 10.1615/IntJMultCompEng.2015012474
DO - 10.1615/IntJMultCompEng.2015012474
M3 - 文章
AN - SCOPUS:84932153210
SN - 1543-1649
VL - 13
SP - 219
EP - 230
JO - International Journal for Multiscale Computational Engineering
JF - International Journal for Multiscale Computational Engineering
IS - 3
ER -