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Inicio  /  Applied Sciences  /  Vol: 13 Par: 6 (2023)  /  Artículo
ARTÍCULO
TITULO

Frequency-Limited Model Reduction for Linear Positive Systems: A Successive Optimization Method

Yingying Ren and Qian Wang    

Resumen

This paper studies frequency-limited model reduction for linear positive systems. Specifically, the objective is to develop a reduced-order model for a high-order positive system that preserves the positivity, while minimizing the approximation error within a given ??8 H 8 upper bound over a limited frequency interval. To characterize the finite-frequency ??8 H 8 specification and stability, we first present the analysis conditions in the form of bilinear matrix inequalities. By leveraging these conditions, we derive convex surrogate constraints by means of an inner-approximation strategy. Based on this, we construct a novel iterative algorithm for calculating and optimizing the reduced-order model. Finally, the effectiveness of the proposed model reduction method is illustrated with a numerical example.

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