Model order reduction via moment-matching: a state of the art review

D Rafiq, MA Bazaz - Archives of Computational Methods in Engineering, 2022 - Springer
The past few decades have seen a significant spurt in developing lower-order, parsimonious
models of large-scale dynamical systems used for design and control. These surrogate …

Model reduction by moment matching for linear and nonlinear systems

A Astolfi - IEEE Transactions on Automatic Control, 2010 - ieeexplore.ieee.org
The model reduction problem for (single-input, single-output) linear and nonlinear systems
is addressed using the notion of moment. A re-visitation of the linear theory allows to obtain …

[HTML][HTML] Data-driven model reduction by moment matching for linear and nonlinear systems

G Scarciotti, A Astolfi - Automatica, 2017 - Elsevier
Abstract Theory and methods to obtain reduced order models by moment matching from
input/output data are presented. Algorithms for the estimation of the moments of linear and …

Nonlinear model reduction by moment matching

G Scarciotti, A Astolfi - … and Trends® in Systems and Control, 2017 - nowpublishers.com
Mathematical models are at the core of modern science and technology. An accurate
description of behaviors, systems and processes often requires the use of complex models …

[HTML][HTML] Interconnection-based model order reduction-a survey

G Scarciotti, A Astolfi - European Journal of Control, 2024 - Elsevier
In this survey we present in an organic, complete, and accessible style the interconnection
framework for model order reduction. While this framework originally started as a revisitation …

Optimal control and model reduction of nonlinear DAE models

J Sjöberg - 2008 - diva-portal.org
In this thesis, different topics for models that consist of both differential and algebraic
equations are studied. The interest in such models, denoted DAE models, have increased …

Stability of nonlinear differential-algebraic systems via additive identity

P Di Franco, G Scarciotti, A Astolfi - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
The stability analysis for nonlinear differential-algebraic systems is addressed using tools
from classical control theory. Sufficient stability conditions relying on matrix inequalities are …

Balancing for nonlinear differential-algebraic control systems

A Sarkar, Y Kawano… - 2024 American Control …, 2024 - ieeexplore.ieee.org
In this paper, we develop a balancing theory for nonlinear differential-algebraic control
systems. We exploit the maximally controlled invariant submanifold to define the …

Basins of attraction and stability of nonlinear systems' equilibrium points

N Sidorov, D Sidorov, Y Li - Differential Equations and Dynamical Systems, 2023 - Springer
The system of differential and operator equations is considered. This system is assumed to
enjoy an equilibrium point. The Cauchy problem with the initial condition with respect to one …

Steady-state matching and model reduction for systems of differential–algebraic equations

G Scarciotti - IEEE Transactions on Automatic Control, 2017 - ieeexplore.ieee.org
The problem of model reduction for nonlinear differential-algebraic systems is addressed
using the notions of moment and of steady-state response. These notions are formally …