Model reduction for nonlinear systems and nonlinear time-delay systems from input/output data

Abstract

An algorithm for the estimation of the moments of nonlinear systems and nonlinear time-delay systems from input/output data is proposed. The estimate is exploited to construct a family of reduced order models. The use of the technique is illustrated by a few examples based on the averaged model of the DC-to-DC Ćuk converter.