A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem

A Galerkin/POD reduced-order model from eigenfunctions of non-converged time evolution transitory states in a problem of Rayleigh–Bénard is presented. The problem is modeled in a rectangular box with the incompressible momentum equations coupled with an energy equation depending on the Rayleigh numb...

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Main Authors: Jesús Cortés, Henar Herrero, Francisco Pla
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/6/905
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author Jesús Cortés
Henar Herrero
Francisco Pla
author_facet Jesús Cortés
Henar Herrero
Francisco Pla
author_sort Jesús Cortés
collection DOAJ
description A Galerkin/POD reduced-order model from eigenfunctions of non-converged time evolution transitory states in a problem of Rayleigh–Bénard is presented. The problem is modeled in a rectangular box with the incompressible momentum equations coupled with an energy equation depending on the Rayleigh number <i>R</i> as a bifurcation parameter. From the numerical solution and stability analysis of the system for a single value of the bifurcation parameter, the whole bifurcation diagram in an interval of values of <i>R</i> is obtained. Three different bifurcation points and four types of solutions are obtained with small errors. The computing time is drastically reduced with this methodology.
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spelling doaj.art-f0e8df6a32944cd6a034aa30d114a3602023-11-30T21:23:49ZengMDPI AGMathematics2227-73902022-03-0110690510.3390/math10060905A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection ProblemJesús Cortés0Henar Herrero1Francisco Pla2Departamento de Matemáticas, Facultad de Ciencias y Tecnologías Químicas, Universidad de Castilla-La Mancha, 13071 Ciudad Real, SpainDepartamento de Matemáticas, Facultad de Ciencias y Tecnologías Químicas, Universidad de Castilla-La Mancha, 13071 Ciudad Real, SpainDepartamento de Matemáticas, Facultad de Ciencias y Tecnologías Químicas, Universidad de Castilla-La Mancha, 13071 Ciudad Real, SpainA Galerkin/POD reduced-order model from eigenfunctions of non-converged time evolution transitory states in a problem of Rayleigh–Bénard is presented. The problem is modeled in a rectangular box with the incompressible momentum equations coupled with an energy equation depending on the Rayleigh number <i>R</i> as a bifurcation parameter. From the numerical solution and stability analysis of the system for a single value of the bifurcation parameter, the whole bifurcation diagram in an interval of values of <i>R</i> is obtained. Three different bifurcation points and four types of solutions are obtained with small errors. The computing time is drastically reduced with this methodology.https://www.mdpi.com/2227-7390/10/6/905reduced-order modelsproper orthogonal decompositionspectral methodsRayleigh–Bénard instabilitygeophysical flows
spellingShingle Jesús Cortés
Henar Herrero
Francisco Pla
A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
Mathematics
reduced-order models
proper orthogonal decomposition
spectral methods
Rayleigh–Bénard instability
geophysical flows
title A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
title_full A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
title_fullStr A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
title_full_unstemmed A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
title_short A Galerkin/POD Reduced-Order Model from Eigenfunctions of Non-Converged Time Evolution Solutions in a Convection Problem
title_sort galerkin pod reduced order model from eigenfunctions of non converged time evolution solutions in a convection problem
topic reduced-order models
proper orthogonal decomposition
spectral methods
Rayleigh–Bénard instability
geophysical flows
url https://www.mdpi.com/2227-7390/10/6/905
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