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 …
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 …
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 …
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 …
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 …
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 …
equations are studied. The interest in such models, denoted DAE models, have increased …
Stability of nonlinear differential-algebraic systems via additive identity
The stability analysis for nonlinear differential-algebraic systems is addressed using tools
from classical control theory. Sufficient stability conditions relying on matrix inequalities are …
from classical control theory. Sufficient stability conditions relying on matrix inequalities are …
Balancing for nonlinear differential-algebraic control systems
In this paper, we develop a balancing theory for nonlinear differential-algebraic control
systems. We exploit the maximally controlled invariant submanifold to define the …
systems. We exploit the maximally controlled invariant submanifold to define the …
Basins of attraction and stability of nonlinear systems' equilibrium points
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 …
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 …
using the notions of moment and of steady-state response. These notions are formally …