Controllability and observability grammians for balancing linear singularly perturbed systems

Kliti Kodra, M. Skataric, Z. Gajic
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Abstract

In this article we present a method to obtain an improved balancing transformation for linear singularly perturbed (SP) systems. First, an algorithm which utilizes the Chang transformation is introduced. The algorithm is used to obtain the exact controllability and observability Grammians (identical under balanced coordinates) of a linear system. The exact Grammians obtained in terms of reduced order Lyapunov/Sylvester equations corresponding to slow and fast subsystems are then used to construct the improved balanced realization of the SP system. A case study is provided at the end of the article to demonstrate the difference between the algorithm present in current literature and the method we develop.
平衡线性奇摄动系统的可控性和可观察性文法
本文给出了线性奇摄动(SP)系统的一种改进的平衡变换方法。首先,介绍了一种利用Chang变换的算法。该算法用于获得线性系统的精确可控性和可观测性语法(平衡坐标下相同)。然后利用慢速子系统和快速子系统对应的降阶Lyapunov/Sylvester方程得到的精确grammi来构造SP系统的改进平衡实现。在文章的末尾提供了一个案例研究,以展示当前文献中存在的算法与我们开发的方法之间的差异。
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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