指数-2周期控制系统模型约简的k循环Smith迭代法

Ekram Hossain Khan, Mohammad‐Sahadet Hossain, Sufi Galib Omar, A. Tahsin, M. Monir Uddin
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引用次数: 1

摘要

本文提出了一种保持结构的Smith迭代方法,用于指数-2周期广义系统的模型阶约简。本文的工作是双重的。我们的前半部分的工作重点是通过操纵系统结构将离散时间描述符系统重新表述为离散时间广义系统。一旦得到变换后的广义系统,将其表示为循环提升表示,使其成为基于平衡截断的模型降阶框架。我们的后半部分工作致力于应用我们提出的基于Smith的算法来估计与系统相关的提升离散时间代数Lyapunov方程(LDALEs)的解。我们提出的算法采用循环置换策略,使我们能够在迭代计算中保持解的原始块对角结构。数值模拟结果验证了该算法的有效性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
K-cyclic Smith iterative method for model reduction of index-2 periodic control systems
In this paper, we present a structure preserving Smith based iterative method for the model order reduction of index-2 periodic descriptor systems. The work of this paper is twofold. The first half of our work focuses on reformulating a discrete-time descriptor system into a discrete-time generalized system by manipulating the system structure. Once the transformed generalized system is obtained, it is expressed in a cyclic lifted representation to make it into the framework for balanced truncation-based model order reduction. The latter half of our work is dedicated to the application of our proposed Smith based algorithm to estimate the solutions of the lifted discrete-time algebraic Lyapunov equations (LDALEs) associated with the system. Cyclic permutation strategies are employed in our proposed algorithm which allows us to hold onto the original block diagonal structure of the solution in the iterative computations. The efficiency and accuracy of our proposed algorithm is verified using results obtained from numerical simulations.
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