Identification methods in nonlinear heat conduction. Part II: inverse problem using a reduced model

A method for solving nonlinear Inverse Heat Conduction Problems (IHCPs) using a Reduced Model (RM) is proposed in this numerical study. In a first step, RM is identified through a specific procedure using optimization techniques and a Detailed Model (DM). Compared to DM, RM allows drastic reduction...

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Veröffentlicht in:International journal of heat and mass transfer Jg. 48; H. 1; S. 119 - 133
Hauptverfasser: Girault, Manuel, Petit, Daniel
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Oxford Elsevier Ltd 2005
Elsevier
Schlagworte:
Exact sciences and technology
Fundamental areas of phenomenology (including applications)
Heat conduction
Heat transfer
Mechanics
Physics
Thermics
Temperature dependence
Nonlinear equations
Algorithms
Inverse problems
Digital simulation
Thermal conductivity
Modelling
Thermal conduction
ISSN:0017-9310, 1879-2189
Online-Zugang:Volltext
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Zusammenfassung:A method for solving nonlinear Inverse Heat Conduction Problems (IHCPs) using a Reduced Model (RM) is proposed in this numerical study. In a first step, RM is identified through a specific procedure using optimization techniques and a Detailed Model (DM). Compared to DM, RM allows drastic reduction of computing time without significant loss of accuracy. The second step is the sequential resolution of the inverse problem using RM, taking into account data at Future Time Steps in order to estimate a time-varying thermal input from the knowledge of simulated temperature measurements inside the domain. A transient 3D example with thermal conductivity linearly dependant on temperature illustrates the method. It is shown, on this example, that the proposed inversion algorithm using a simple Euler implicit scheme in time gives good results with RM, whereas it does not work with DM.
Bibliographie:ObjectType-Article-2
SourceType-Scholarly Journals-1
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ISSN:0017-9310
1879-2189
DOI:10.1016/j.ijheatmasstransfer.2004.06.033