Published June 13, 2023 | Version v1

Parameterization of All Moment Matching Interpolants

Description

We provide an enhancement of the notion of time-domain moments for systems of nonlinear differential-algebraic equations possessing feedforward terms. Following this, a parameterized family of systems achieving moment matching is given and, under mild conditions, it is shown that this family parameterizes all systems achieving moment matching and having dimension at least as large as that of the signal generator. Finally, we provide a demonstrative example in which a reduced order model achieving moment matching is dynamically extended in order to provide a more accurate approximation of the transient output response of the original system.

Notes

2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. J. D. Simard, A. Moreschini and A. Astolfi, "Parameterization of All Moment Matching Interpolants," European Control Conference (ECC), Bucharest, Romania, 2023, pp. 1-6, doi: 10.23919/ECC57647.2023.10178406.

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Funding

European Commission
KIOS CoE - KIOS Research and Innovation Centre of Excellence 739551