Skip to main content
Top
Published in: Numerical Algorithms 4/2021

20-04-2021 | Original Paper

BEM-Fading regularization algorithm for Cauchy problems in 2D anisotropic heat conduction

Authors: Andreea–Paula Voinea–Marinescu, Liviu Marin, Franck Delvare

Published in: Numerical Algorithms | Issue 4/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

We investigate the numerical reconstruction of the missing thermal boundary data on a part of the boundary for the steady-state heat conduction equation in anisotropic solids from the knowledge of exact or noisy Cauchy data on the remaining and accessible boundary. This inverse boundary value problem is tackled by applying and adapting to the anisotropic case the algorithm based on the fading regularization method, originally proposed by Cimetière, Delvare, and Pons (Comptes Rendus de l’Académie des Sciences - Série IIb - Mécanique, 328 639–644 2000), and Cimetière, Delvare, et al. (Inverse Probl., 17 553–570 2001) for the isotropic heat conduction equation. The numerical implementation is realised for 2D homogeneous solids by using the boundary element method, whilst the numerical solution is stabilized/regularized by stopping the iterative process based on an L-curve type criterion (Hansen 1998).

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Özişik, M.N.: Heat Conduction. Wiley, New York (1993) Özişik, M.N.: Heat Conduction. Wiley, New York (1993)
2.
go back to reference Knabner, P., Agermann, L.: Numerical Methods for Elliptic and Parabolic Partial Differential Equations. Springer-Verlag, New York (2003) Knabner, P., Agermann, L.: Numerical Methods for Elliptic and Parabolic Partial Differential Equations. Springer-Verlag, New York (2003)
3.
go back to reference Hadamard, J.: Lectures on Cauchy Problem in Linear Partial Differential Equations. Yale University Press, New Haven (1923)MATH Hadamard, J.: Lectures on Cauchy Problem in Linear Partial Differential Equations. Yale University Press, New Haven (1923)MATH
4.
go back to reference Nagayama, G., Cheng, P.: Effects of interface wettability on microscale flow bymolecular dynamics simulation. Int. J. Heat Mass Transfer 47(3), 501–513 (2004)MATHCrossRef Nagayama, G., Cheng, P.: Effects of interface wettability on microscale flow bymolecular dynamics simulation. Int. J. Heat Mass Transfer 47(3), 501–513 (2004)MATHCrossRef
5.
go back to reference Minkowycz, W.J., Haji-Sheikh, A.: Asymptotic behaviors of heat transfer in porous passages with axial conduction. Int. J. Heat Mass Transfer 52 (13–14), 3101–3108 (2009)MATHCrossRef Minkowycz, W.J., Haji-Sheikh, A.: Asymptotic behaviors of heat transfer in porous passages with axial conduction. Int. J. Heat Mass Transfer 52 (13–14), 3101–3108 (2009)MATHCrossRef
6.
go back to reference Keyhani, M., Polehn, R.A.: Finite-difference modeling of anisotropic flows. J. Heat Transf. 117, 458–464 (1995)CrossRef Keyhani, M., Polehn, R.A.: Finite-difference modeling of anisotropic flows. J. Heat Transf. 117, 458–464 (1995)CrossRef
7.
go back to reference Al-Khalidy, N.: A general space marching algorithm for the solution of two-dimensional boundary inverse heat conduction problems. Numer. Heat Transfer Part B Fund. 34(3), 339–360 (1998)CrossRef Al-Khalidy, N.: A general space marching algorithm for the solution of two-dimensional boundary inverse heat conduction problems. Numer. Heat Transfer Part B Fund. 34(3), 339–360 (1998)CrossRef
8.
go back to reference Reinhardt, H.J.: A numerical method for the solution of two-dimensional inverse heat conduction problems. Int. J. Numer. Methods Eng. 32(2), 363–383 (1991)MATHCrossRef Reinhardt, H.J.: A numerical method for the solution of two-dimensional inverse heat conduction problems. Int. J. Numer. Methods Eng. 32(2), 363–383 (1991)MATHCrossRef
9.
go back to reference Dennis, B.H., Dulikravich, G.S.: Simultaneous determination of temperatures, heat fluxes, deformations, and tractions on inaccessible boundaries. ASME J. Heat Transfer 121(3), 537–545 (1999)CrossRef Dennis, B.H., Dulikravich, G.S.: Simultaneous determination of temperatures, heat fluxes, deformations, and tractions on inaccessible boundaries. ASME J. Heat Transfer 121(3), 537–545 (1999)CrossRef
10.
go back to reference Dehghani, M., Hosseini Sarvari, S.M., Ajam, H.: Inverse estimation of boundary conditions on radiant enclosures by temperature measurement on a solid object. Int. Commun. Heat Mass Transfer 38(10), 1455–1462 (2011)CrossRef Dehghani, M., Hosseini Sarvari, S.M., Ajam, H.: Inverse estimation of boundary conditions on radiant enclosures by temperature measurement on a solid object. Int. Commun. Heat Mass Transfer 38(10), 1455–1462 (2011)CrossRef
11.
go back to reference Wang, B., Zou, G.-A., Zhao, P., Wang, Q.: Finite volume method for solving a one-dimensional parabolic inverse problem. Appl. Math. Comput. 217 (12), 5227–5235 (2011)MathSciNetMATH Wang, B., Zou, G.-A., Zhao, P., Wang, Q.: Finite volume method for solving a one-dimensional parabolic inverse problem. Appl. Math. Comput. 217 (12), 5227–5235 (2011)MathSciNetMATH
12.
go back to reference Mera, N.S., Elliott, L., Ingham, D.B., Lesnic, D.: The boundary element solution for the Cauchy steady heat conduction problem in an anisotropic medium. Int. J. Numer. Methods Eng. 49, 481–499 (2000)MATHCrossRef Mera, N.S., Elliott, L., Ingham, D.B., Lesnic, D.: The boundary element solution for the Cauchy steady heat conduction problem in an anisotropic medium. Int. J. Numer. Methods Eng. 49, 481–499 (2000)MATHCrossRef
13.
go back to reference Mera, N.S., Elliott, L., Ingham, D.B., Lesnic, D.: A comparison of boundary element formulations for steady state anisotropic heat conduction problems. Eng. Anal. Bound. Elements 25, 115–128 (2001)MATHCrossRef Mera, N.S., Elliott, L., Ingham, D.B., Lesnic, D.: A comparison of boundary element formulations for steady state anisotropic heat conduction problems. Eng. Anal. Bound. Elements 25, 115–128 (2001)MATHCrossRef
14.
go back to reference Fairweather, G., Karageorghis, A.: The method of fundamental solutions for elliptic boundary value problems. Adv. Comput. Math. 9, 69–95 (1998)MathSciNetMATHCrossRef Fairweather, G., Karageorghis, A.: The method of fundamental solutions for elliptic boundary value problems. Adv. Comput. Math. 9, 69–95 (1998)MathSciNetMATHCrossRef
15.
go back to reference Marin, L.: An alternating iterative MFS algorithm for the Cauchy problem in two-dimensional anisotropic heat conduction. CMC Comput. Mater. Continua 12, 71–100 (2009) Marin, L.: An alternating iterative MFS algorithm for the Cauchy problem in two-dimensional anisotropic heat conduction. CMC Comput. Mater. Continua 12, 71–100 (2009)
16.
go back to reference Kozlov, V.A., Mazya, V.G., Fomin, A.V.: An iterative method for solving the Cauchy problem for elliptic equations. Zhurnal Vychislitelnoi Matematiki i Matematicheskoi Fiziki 31, 64–74 (1991). English translation: U.S.S.R. Computational Mathematics and Mathematical Physics 31 45–52, 1991MathSciNet Kozlov, V.A., Mazya, V.G., Fomin, A.V.: An iterative method for solving the Cauchy problem for elliptic equations. Zhurnal Vychislitelnoi Matematiki i Matematicheskoi Fiziki 31, 64–74 (1991). English translation: U.S.S.R. Computational Mathematics and Mathematical Physics 31 45–52, 1991MathSciNet
17.
go back to reference Lesnic, D., Elliott, L., Ingham, D.B.: An iterative boundary element method for solving numerically the Cauchy problem for the Laplace equation. Eng. Anal. Bound. Elements 20, 123–133 (1997)CrossRef Lesnic, D., Elliott, L., Ingham, D.B.: An iterative boundary element method for solving numerically the Cauchy problem for the Laplace equation. Eng. Anal. Bound. Elements 20, 123–133 (1997)CrossRef
18.
go back to reference Hào, D.N., Lesnic, D.: The Cauchy problem for Laplace’s equation via the conjugate gradient method. IMA J. Appl. Math. 65, 199–217 (2000)MathSciNetMATHCrossRef Hào, D.N., Lesnic, D.: The Cauchy problem for Laplace’s equation via the conjugate gradient method. IMA J. Appl. Math. 65, 199–217 (2000)MathSciNetMATHCrossRef
19.
go back to reference Cimetière, A., Delvare, F., Pons, F.: Une méthode inverse à régularisation évanescente. Comptes Rendus de l’Académie des Sciences - Série IIb - Mécanique 328, 639–644 (2000)MATH Cimetière, A., Delvare, F., Pons, F.: Une méthode inverse à régularisation évanescente. Comptes Rendus de l’Académie des Sciences - Série IIb - Mécanique 328, 639–644 (2000)MATH
20.
go back to reference Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: Solution of the Cauchy problem using iterated Tikhonov regularization. Inverse Probl. 17, 553–570 (2001)MathSciNetMATHCrossRef Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: Solution of the Cauchy problem using iterated Tikhonov regularization. Inverse Probl. 17, 553–570 (2001)MathSciNetMATHCrossRef
21.
go back to reference Andrieux, S., Baranger, T.N., Ben Abda, A.: Solving Cauchy problems by minimizing an energy-like functional. Inverse Probl. 34(1), 81–101 (2005)MathSciNetMATH Andrieux, S., Baranger, T.N., Ben Abda, A.: Solving Cauchy problems by minimizing an energy-like functional. Inverse Probl. 34(1), 81–101 (2005)MathSciNetMATH
22.
go back to reference Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: I. A variational Steklov-Poincaré theory. Inverse Probl. 21(6), 1915–1936 (2006)MATHCrossRef Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: I. A variational Steklov-Poincaré theory. Inverse Probl. 21(6), 1915–1936 (2006)MATHCrossRef
23.
go back to reference Azaiez, M., Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: II. Completion, regularization and approximation. Inverse Probl. 22(4), 1307–1336 (2006)MathSciNetMATHCrossRef Azaiez, M., Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: II. Completion, regularization and approximation. Inverse Probl. 22(4), 1307–1336 (2006)MathSciNetMATHCrossRef
24.
go back to reference Andrieux, S., Ben Abda, A., Baranger, T.N.: Data completion via an energy error functional. Comptes Rendus Mecanique 333, 171–177 (2005)MATHCrossRef Andrieux, S., Ben Abda, A., Baranger, T.N.: Data completion via an energy error functional. Comptes Rendus Mecanique 333, 171–177 (2005)MATHCrossRef
25.
go back to reference Jin, B., Zheng, Y., Marin, L.: The method of fundamental solutions for inverse boundary value problems associated with the steady-state heat conduction in anisotropic media. Int. J. Numer. Methods Eng. 65(11), 1865–1891 (2006)MathSciNetMATHCrossRef Jin, B., Zheng, Y., Marin, L.: The method of fundamental solutions for inverse boundary value problems associated with the steady-state heat conduction in anisotropic media. Int. J. Numer. Methods Eng. 65(11), 1865–1891 (2006)MathSciNetMATHCrossRef
26.
go back to reference Marin, L.: Stable boundary and internal data reconstruction in two-dimensional anisotropic heat conduction Cauchy problems using relaxation procedures for an iterative MFS algorithm. CMC Comput. Mater. Continua 17(3), 233–274 (2010) Marin, L.: Stable boundary and internal data reconstruction in two-dimensional anisotropic heat conduction Cauchy problems using relaxation procedures for an iterative MFS algorithm. CMC Comput. Mater. Continua 17(3), 233–274 (2010)
27.
go back to reference Hào, D.N., Johansson, B.T., Lesnic, D., Hien, P.M.: A variational method and approximations of a Cauchy problem for elliptic equations. J. Algor. Comput. Technol. 4(1), 89–119 (2010)MathSciNetMATHCrossRef Hào, D.N., Johansson, B.T., Lesnic, D., Hien, P.M.: A variational method and approximations of a Cauchy problem for elliptic equations. J. Algor. Comput. Technol. 4(1), 89–119 (2010)MathSciNetMATHCrossRef
28.
go back to reference Gu, Y., Chen, W., Zhang, C., He, X.: A meshless singular boundary method for three-dimensional inverse heat conduction problems in general anisotropic media. Int. J. Heat Mass Transfer 84, 91–102 (2015)CrossRef Gu, Y., Chen, W., Zhang, C., He, X.: A meshless singular boundary method for three-dimensional inverse heat conduction problems in general anisotropic media. Int. J. Heat Mass Transfer 84, 91–102 (2015)CrossRef
29.
go back to reference Gu, Y., Chen, W., Fu, Z.-J.: Singular Boundary method for inverse heat conduction problems in general anisotropic media. Inverse Probl. Sci. Eng. 22(6), 889–909 (2014)MathSciNetMATHCrossRef Gu, Y., Chen, W., Fu, Z.-J.: Singular Boundary method for inverse heat conduction problems in general anisotropic media. Inverse Probl. Sci. Eng. 22(6), 889–909 (2014)MathSciNetMATHCrossRef
30.
go back to reference Marin, L.: Landweber-Fridman algorithms for the Cauchy problem in steady-state anisotropic heat conduction. Math. Mech. Solids 25(6), 1340–1363 (2020)MathSciNetMATHCrossRef Marin, L.: Landweber-Fridman algorithms for the Cauchy problem in steady-state anisotropic heat conduction. Math. Mech. Solids 25(6), 1340–1363 (2020)MathSciNetMATHCrossRef
31.
go back to reference Delvare, F., Cimetière, A., Pons, F.: An iterative boundary element method for Cauchy inverse problems. Comput. Mech. 28, 291–302 (2002)MathSciNetMATHCrossRef Delvare, F., Cimetière, A., Pons, F.: An iterative boundary element method for Cauchy inverse problems. Comput. Mech. 28, 291–302 (2002)MathSciNetMATHCrossRef
32.
go back to reference Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: An inversion method for harmonic functions reconstruction. Int. J. Therm. Sci. 41, 509–516 (2002)CrossRef Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: An inversion method for harmonic functions reconstruction. Int. J. Therm. Sci. 41, 509–516 (2002)CrossRef
33.
go back to reference Delvare, F., Hanus, J.L.: Complétion de données par méthode inverse en élasticité linéaire. In: 7ème Colloque National en Calcul de Structures. pp 17–20. Giens, France (2005) Delvare, F., Hanus, J.L.: Complétion de données par méthode inverse en élasticité linéaire. In: 7ème Colloque National en Calcul de Structures. pp 17–20. Giens, France (2005)
34.
go back to reference Delvare, F., Cimetière, A., Hanus, J.L., Bailly, P.: An iterative method for the Cauchy problem in linear elasticity with fading regularization effect. Comput. Methods Appl. Mech. Eng. 199(49–52), 3336–3344 (2010)MathSciNetMATHCrossRef Delvare, F., Cimetière, A., Hanus, J.L., Bailly, P.: An iterative method for the Cauchy problem in linear elasticity with fading regularization effect. Comput. Methods Appl. Mech. Eng. 199(49–52), 3336–3344 (2010)MathSciNetMATHCrossRef
35.
go back to reference Marin, L., Delvare, F., Cimetière, A.: Fading regularization MFS algorithm for inverse boundary value problems in two-dimensional linear elasticity. Int. J. Solids Struct. 78–79, 9–20 (2016)CrossRef Marin, L., Delvare, F., Cimetière, A.: Fading regularization MFS algorithm for inverse boundary value problems in two-dimensional linear elasticity. Int. J. Solids Struct. 78–79, 9–20 (2016)CrossRef
36.
go back to reference Caillé, L., Delvare, F., Marin, L., Michaux-Leblond, N.: Fading regularization MFS algorithm for the Cauchy problem associated with the two-dimensional Helmholtz equation. Int. J. Solids Struct. 125, 122–133 (2017)CrossRef Caillé, L., Delvare, F., Marin, L., Michaux-Leblond, N.: Fading regularization MFS algorithm for the Cauchy problem associated with the two-dimensional Helmholtz equation. Int. J. Solids Struct. 125, 122–133 (2017)CrossRef
37.
go back to reference Caillé, L., Marin, L., Delvare, F.: A meshless fading regularization algorithm for solving the Cauchy problem for the three-dimensional Helmholtz equation. Numer. Algor. 82(3), 869–894 (2019)MathSciNetMATHCrossRef Caillé, L., Marin, L., Delvare, F.: A meshless fading regularization algorithm for solving the Cauchy problem for the three-dimensional Helmholtz equation. Numer. Algor. 82(3), 869–894 (2019)MathSciNetMATHCrossRef
38.
go back to reference Steinbach, O.: Numerical Approximation Methods for Elliptic Boundary Value Problems. Springer, New York (2008)MATHCrossRef Steinbach, O.: Numerical Approximation Methods for Elliptic Boundary Value Problems. Springer, New York (2008)MATHCrossRef
39.
go back to reference Aliabadi, M.H.: The Boundary Element Method Applications in Solids and Structures, vol. 2. Wiley, London (2002)MATH Aliabadi, M.H.: The Boundary Element Method Applications in Solids and Structures, vol. 2. Wiley, London (2002)MATH
40.
go back to reference Hörmander, L.: The Analysis of Partial Differential Operators I. Springer-Verlag, Berlin (2003)MATHCrossRef Hörmander, L.: The Analysis of Partial Differential Operators I. Springer-Verlag, Berlin (2003)MATHCrossRef
41.
go back to reference Adams, R.A.: Sobolev Spaces. Academic Press, New York (1975)MATH Adams, R.A.: Sobolev Spaces. Academic Press, New York (1975)MATH
42.
go back to reference Hansen, P.C.: Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion. SIAM, Philadelphia (1998)CrossRef Hansen, P.C.: Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion. SIAM, Philadelphia (1998)CrossRef
Metadata
Title
BEM-Fading regularization algorithm for Cauchy problems in 2D anisotropic heat conduction
Authors
Andreea–Paula Voinea–Marinescu
Liviu Marin
Franck Delvare
Publication date
20-04-2021
Publisher
Springer US
Published in
Numerical Algorithms / Issue 4/2021
Print ISSN: 1017-1398
Electronic ISSN: 1572-9265
DOI
https://doi.org/10.1007/s11075-021-01090-0

Other articles of this Issue 4/2021

Numerical Algorithms 4/2021 Go to the issue

Premium Partner