Angel A. Ciarbonetti, Sergio Idelsohn, Gisela L. Mazzieri, Ruben D. Spies
{"title":"反热传导问题中 N 值异质传导曲线的识别","authors":"Angel A. Ciarbonetti, Sergio Idelsohn, Gisela L. Mazzieri, Ruben D. Spies","doi":"10.1002/nme.7578","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>In this article we deal with the problem of determining a non-homogeneous <span></span><math>\n <semantics>\n <mrow>\n <mi>N</mi>\n </mrow>\n <annotation>$$ N $$</annotation>\n </semantics></math>-valued heat conductivity profile in a steady-state heat conduction boundary-value problem with mixed Dirichlet-Neumann boundary conditions over a bounded domain in <span></span><math>\n <semantics>\n <mrow>\n <msup>\n <mrow>\n <mi>ℝ</mi>\n </mrow>\n <mrow>\n <mi>n</mi>\n </mrow>\n </msup>\n </mrow>\n <annotation>$$ {\\mathbb{R}}^n $$</annotation>\n </semantics></math>, from the knowledge of the temperature field over the whole domain. In a previous work we developed a method based on a variational approach of the PDE leading to an optimality equation which is then projected into a finite dimensional space. Discretization of the optimality equation then yields a linear although severely ill-posed equation which is then regularized via appropriate ad-hoc penalizers based upon a-priori information about the conductivities of all materials present. This process results in a generalized Tikhonov-Phillips functional whose global minimizer yields our approximate solution to the inverse problem. In our previous work we showed that this approach yields quite satisfactory results in the cases of two different conductivities. We considered here an appropriate extension of that approach for the <span></span><math>\n <semantics>\n <mrow>\n <mi>N</mi>\n </mrow>\n <annotation>$$ N $$</annotation>\n </semantics></math> materials case and show a few numerical examples for the case <span></span><math>\n <semantics>\n <mrow>\n <mi>N</mi>\n <mo>=</mo>\n <mn>3</mn>\n </mrow>\n <annotation>$$ N=3 $$</annotation>\n </semantics></math> in which the method is able to produce very good reconstructions of the exact solution.</p>\n </div>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7000,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification of an N-valued heterogeneous conductivity profile in an inverse heat conduction problem\",\"authors\":\"Angel A. Ciarbonetti, Sergio Idelsohn, Gisela L. Mazzieri, Ruben D. Spies\",\"doi\":\"10.1002/nme.7578\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>In this article we deal with the problem of determining a non-homogeneous <span></span><math>\\n <semantics>\\n <mrow>\\n <mi>N</mi>\\n </mrow>\\n <annotation>$$ N $$</annotation>\\n </semantics></math>-valued heat conductivity profile in a steady-state heat conduction boundary-value problem with mixed Dirichlet-Neumann boundary conditions over a bounded domain in <span></span><math>\\n <semantics>\\n <mrow>\\n <msup>\\n <mrow>\\n <mi>ℝ</mi>\\n </mrow>\\n <mrow>\\n <mi>n</mi>\\n </mrow>\\n </msup>\\n </mrow>\\n <annotation>$$ {\\\\mathbb{R}}^n $$</annotation>\\n </semantics></math>, from the knowledge of the temperature field over the whole domain. In a previous work we developed a method based on a variational approach of the PDE leading to an optimality equation which is then projected into a finite dimensional space. Discretization of the optimality equation then yields a linear although severely ill-posed equation which is then regularized via appropriate ad-hoc penalizers based upon a-priori information about the conductivities of all materials present. This process results in a generalized Tikhonov-Phillips functional whose global minimizer yields our approximate solution to the inverse problem. In our previous work we showed that this approach yields quite satisfactory results in the cases of two different conductivities. We considered here an appropriate extension of that approach for the <span></span><math>\\n <semantics>\\n <mrow>\\n <mi>N</mi>\\n </mrow>\\n <annotation>$$ N $$</annotation>\\n </semantics></math> materials case and show a few numerical examples for the case <span></span><math>\\n <semantics>\\n <mrow>\\n <mi>N</mi>\\n <mo>=</mo>\\n <mn>3</mn>\\n </mrow>\\n <annotation>$$ N=3 $$</annotation>\\n </semantics></math> in which the method is able to produce very good reconstructions of the exact solution.</p>\\n </div>\",\"PeriodicalId\":13699,\"journal\":{\"name\":\"International Journal for Numerical Methods in Engineering\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-08-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal for Numerical Methods in Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/nme.7578\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal for Numerical Methods in Engineering","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/nme.7578","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
Identification of an N-valued heterogeneous conductivity profile in an inverse heat conduction problem
In this article we deal with the problem of determining a non-homogeneous -valued heat conductivity profile in a steady-state heat conduction boundary-value problem with mixed Dirichlet-Neumann boundary conditions over a bounded domain in , from the knowledge of the temperature field over the whole domain. In a previous work we developed a method based on a variational approach of the PDE leading to an optimality equation which is then projected into a finite dimensional space. Discretization of the optimality equation then yields a linear although severely ill-posed equation which is then regularized via appropriate ad-hoc penalizers based upon a-priori information about the conductivities of all materials present. This process results in a generalized Tikhonov-Phillips functional whose global minimizer yields our approximate solution to the inverse problem. In our previous work we showed that this approach yields quite satisfactory results in the cases of two different conductivities. We considered here an appropriate extension of that approach for the materials case and show a few numerical examples for the case in which the method is able to produce very good reconstructions of the exact solution.
期刊介绍:
The International Journal for Numerical Methods in Engineering publishes original papers describing significant, novel developments in numerical methods that are applicable to engineering problems.
The Journal is known for welcoming contributions in a wide range of areas in computational engineering, including computational issues in model reduction, uncertainty quantification, verification and validation, inverse analysis and stochastic methods, optimisation, element technology, solution techniques and parallel computing, damage and fracture, mechanics at micro and nano-scales, low-speed fluid dynamics, fluid-structure interaction, electromagnetics, coupled diffusion phenomena, and error estimation and mesh generation. It is emphasized that this is by no means an exhaustive list, and particularly papers on multi-scale, multi-physics or multi-disciplinary problems, and on new, emerging topics are welcome.