Accuracy and efficiency enhanced non-linear model order reduction

被引:6
|
作者
Shaker, Hamid Reza [1 ]
Samavat, Mahmoud [1 ]
机构
[1] Shahid Bahonar Univ Kerman, Dept Elect Engn, Kerman, Iran
关键词
model reduction; non-linear systems; trajectory piecewise-linear; TPWL; frequency domain balanced truncation;
D O I
10.1504/IJMIC.2007.014627
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new method for model order reduction for an important class of non-linear dynamical systems is proposed. The reduction technique is based on the frequency balanced reduction method within a desired frequency band and a developed Trajectory Piecewise-Linear (TPWL) model order reduction approach. Both the methods are recently developed techniques and they can increase the accuracy and efficiency of the reduction method. The computational load and memory are significantly reduced when the method is used in the hybrid reduction method. The accuracy enhanced hybrid method is applicable to very large scale non-linear models efficiently and accurately. The numerical results show the accuracy and efficiency enhancement of the proposed method.
引用
收藏
页码:147 / 153
页数:7
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