Balanced truncation for time-delay systems via approximate Gramians

Abstract

In circuit simulation, when a large RLC network is connected with delay elements, such as transmission lines, the resulting system is a time-delay system (TDS). This paper presents a new model order reduction (MOR) scheme for TDSs with state time delays. It is the first time to reduce a TDS using balanced truncation. The Lyapunov-type equations for TDSs are derived, and an analysis of their computational complexity is presented. To reduce the computational cost, we approximate the controllability and observability Gramians in the frequency domain. The reduced-order models (ROMs) are then obtained by balancing and truncating the approximate Gramians. Numerical examples are presented to verify the accuracy and efficiency of the proposed algorithm.

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Cite this paper

@article{Wang2011BalancedTF, title={Balanced truncation for time-delay systems via approximate Gramians}, author={Xiang Wang and Qing Wang and Zheng Zhang and Quan Chen and Ngai Wong}, journal={16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011)}, year={2011}, pages={55-60} }