Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling

This work deals with a question in the mathematical modelling for the temperature evolution in a bar, for a long time linked as an inverse problem. The onedimensional model is the parabolic partial differential equation ut = α uxx, known as the heat diffusion equation. The classic direct problem (DP...

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Main Authors: Augusto C. de Castro Barbosa, Carlos De Moura, Jhoab De Negreiros, J. Mesquita de Souza Aguiar
Format: Article
Language:English
Published: Graz University of Technology 2020-09-01
Series:Journal of Universal Computer Science
Subjects:
Online Access:https://lib.jucs.org/article/24112/download/pdf/
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author Augusto C. de Castro Barbosa
Carlos De Moura
Jhoab De Negreiros
J. Mesquita de Souza Aguiar
author_facet Augusto C. de Castro Barbosa
Carlos De Moura
Jhoab De Negreiros
J. Mesquita de Souza Aguiar
author_sort Augusto C. de Castro Barbosa
collection DOAJ
description This work deals with a question in the mathematical modelling for the temperature evolution in a bar, for a long time linked as an inverse problem. The onedimensional model is the parabolic partial differential equation ut = α uxx, known as the heat diffusion equation. The classic direct problem (DP) involves this equation coupled to a set of constraints: initial and boundary conditions, in such a way as to guarantee existence of a unique solution. The data completion (DC) problem hereby considered may be described as follows: the temperature at one of the bar extreme points is unknown but there is a fixed interior point where it may be measured, for all time. Finite difference algorithms (FDA) were tested to approximate the solution for such a problem. The important point to be emphasized is that FDA may show up distinct performances when applied to either DP or DC, which is due to the way the discrete variables follow up the mesh steps - advancing in time, for the first case, on the space direction, for the other.
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spelling doaj.art-ba07c97045f9414b9e1b87bc2513d9ce2022-12-21T18:57:32ZengGraz University of TechnologyJournal of Universal Computer Science0948-69682020-09-012691177118810.3897/jucs.2020.06124112Numerical Treatment of a Data Completion Problem in Heat Conduction ModellingAugusto C. de Castro Barbosa0Carlos De Moura1Jhoab De Negreiros2J. Mesquita de Souza Aguiar3UERJ - Rio de Janeiro State UniversityUERJ - Rio de Janeiro State UniversityUNIGRANRIO - Great Rio UniversityUERJ - Rio de Janeiro State UniversityThis work deals with a question in the mathematical modelling for the temperature evolution in a bar, for a long time linked as an inverse problem. The onedimensional model is the parabolic partial differential equation ut = α uxx, known as the heat diffusion equation. The classic direct problem (DP) involves this equation coupled to a set of constraints: initial and boundary conditions, in such a way as to guarantee existence of a unique solution. The data completion (DC) problem hereby considered may be described as follows: the temperature at one of the bar extreme points is unknown but there is a fixed interior point where it may be measured, for all time. Finite difference algorithms (FDA) were tested to approximate the solution for such a problem. The important point to be emphasized is that FDA may show up distinct performances when applied to either DP or DC, which is due to the way the discrete variables follow up the mesh steps - advancing in time, for the first case, on the space direction, for the other.https://lib.jucs.org/article/24112/download/pdf/inverse problemdata completiondiffusion equati
spellingShingle Augusto C. de Castro Barbosa
Carlos De Moura
Jhoab De Negreiros
J. Mesquita de Souza Aguiar
Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
Journal of Universal Computer Science
inverse problem
data completion
diffusion equati
title Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
title_full Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
title_fullStr Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
title_full_unstemmed Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
title_short Numerical Treatment of a Data Completion Problem in Heat Conduction Modelling
title_sort numerical treatment of a data completion problem in heat conduction modelling
topic inverse problem
data completion
diffusion equati
url https://lib.jucs.org/article/24112/download/pdf/
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