A projection approach for model reduction of large-scale time-delay systems, with application to a boundary controlled PDE

W. Michiels, E. Jarlebring, K. Meerbergen
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引用次数: 3

Abstract

We present a model order reduction method which allows the construction of a reduced, delay free model of a given dimension for linear time-delay systems. The method builds on the equivalent representation of the time-delay system as an infinite-dimensional linear problem. It combines ideas from a finite-dimensional approximation via a spectral discretization on the one hand, and a Krylov-Padé model reduction approach on the other hand. The method exhibits a good spectral approximation of the original model, in the sense that the smallest characteristic roots are well approximated and the non-converged eigenvalues of the reduced model have a favorable location, and it preserves moments at zero and at infinity. The model reduction approach is illustrated by means of a PDE model for a heated rod with delay in the boundary control.
大型时滞系统模型约简的投影方法,并应用于边界控制PDE
本文提出了一种模型降阶方法,该方法允许对线性时滞系统构造一个给定维数的降阶无延迟模型。该方法建立在将时滞系统等效表示为无限维线性问题的基础上。它结合了有限维近似的思想,一方面是通过谱离散化,另一方面是krylov - pad模型约简方法。该方法对原始模型具有很好的谱逼近性,即最小特征根被很好地逼近,简化模型的非收敛特征值具有良好的位置,并且在零和无穷远处保持矩。以边界控制中存在时滞的加热棒的PDE模型为例,说明了模型简化的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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