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Model-order reduction of coupled DAE systems via ε-embedding technique and Krylov subspace method

机译:通过ε嵌入技术和Krylov子空间方法对耦合DAE系统进行模型降阶

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摘要

For a class of coupled systems which include differential-algebraic equation (DAE) subsystems, we discuss model-order reduction (MOR) for them via £-embedding technique and Krylov subspace method. First we change the coupled system into a closed-loop form. Then, both one-sided and two-sided Arnoldi algorithms are used to reduce the closed-loop system. To preserve the interconnected structure, each subsystems can be reduced by the two same algorithms. Next, we show some facts on the error, stability, and passivity for the resulted systems. Finally, we demonstrate the effectiveness of our approach in two examples.
机译:对于一类包括微分代数方程(DAE)子系统的耦合系统,我们通过£嵌入技术和Krylov子空间方法讨论了它们的模型阶约简(MOR)。首先,我们将耦合系统更改为闭环形式。然后,单侧和双侧Arnoldi算法都用于简化闭环系统。为了保留互连的结构,可以通过两种相同的算法来减少每个子系统。接下来,我们展示有关所得系统的误差,稳定性和无源性的一些事实。最后,我们在两个示例中证明了我们方法的有效性。

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  • 来源
    《Journal of the Franklin Institute》 |2012年第10期|3027-3045|共19页
  • 作者单位

    Department of Mathematical Sciences, School of Science, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China;

    Department of Mathematical Sciences, School of Science, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China;

    Department of Mathematical Sciences, School of Science, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China;

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