An approach to H2, ω model reduction on finite interval for bilinear systems

Abstract

In this paper, we discuss the problem of the optimal H2 model order reduction (MOR) on a given frequency interval for bilinear systems. We first define the H2, ω norm for bilinear systems. And it is shown that the H2, ω norm for the bilinear system can be computed by its frequency-limited controllability Gramian or the frequency-limited observability Gramian. One of our contributions is that the necessary conditions for the order-reduced bilinear system to be H2, ω optimal are derived. Thereby, an iterative algorithm is proposed to construct the order-reduced bilinear system with high accuracy in the selected frequency interval. Numerical examples demonstrate the effectiveness of our algorithm.