@Article{FreitasSilv:2014:SyMeIn,
author = "Freitas, Celso Bernardo N{\'o}brega and Silva, Paulo S{\'e}rgio
Pereira da",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and
{Universidade de S{\~a}o Paulo (USP)}",
title = "A symbolic-numerical method for integration of DAEs based on
geometric control theory",
journal = "Journal of Control, Automation and Electrical Systems",
year = "2014",
volume = "25",
number = "4",
pages = "400--412",
keywords = "Initial value problems, Nonlinear systems, Approximation results,
DAEs, Differential algebraic equations, Efficient numerical
analysis, Geometric control, Geometric control theory, Integration
method, Symbolic and numerical calculations, Differential
equations.",
abstract = "This work describes a symbolic-numerical integration method for a
class of differential algebraic equations (DAEs) known as
semi-explicit systems. Our method relies on geometric theory of
decoupling for nonlinear systems combined with efficient numerical
analysis techniques. It uses an algorithm that applies symbolic
and numerical calculations to build an explicit vector field
{\"A}, whose integral curves with compatible initial conditions
are the same solutions of the original DAE. Here, compatible
initial conditions are the ones that respect the algebraic
restrictions and their derivatives up to their relative degree.
This extended set of restrictions defines a submanifold of the
whole space, which is formed by all the variables of the system,
and all solutions of the DAE lie on this submanifold. Furthermore,
even for nonexactly compatible initial conditions, the solutions
of this explicit system defined by {\"A} converge exponentially
to . Under mild assumptions, an approximation result shows that
the precision of the method is essentially controlled by the
distance of the initial condition from . A scheme to compute
compatible initial conditions with the DAE is also provided.
Finally, simulations with benchmarks and comparisons with other
available methods show that this is a suitable alternative for
these problems, specially for nonexactly compatible initial
conditions or high-index problems. © 2014 Brazilian Society for
Automatics - SBA.",
doi = "10.1007/s40313-014-0115-9",
url = "http://dx.doi.org/10.1007/s40313-014-0115-9",
issn = "2195-3880 and 2195-3899",
label = "scopus 2014-11 FreitasDaSi:2014:SyMeIn",
language = "en",
targetfile = "Freitas_symbolic.pdf",
urlaccessdate = "26 abr. 2024"
}