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

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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).

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References

  1. Özişik, M.N.: Heat Conduction. Wiley, New York (1993)

    Google Scholar 

  2. Knabner, P., Agermann, L.: Numerical Methods for Elliptic and Parabolic Partial Differential Equations. Springer-Verlag, New York (2003)

    Google Scholar 

  3. Hadamard, J.: Lectures on Cauchy Problem in Linear Partial Differential Equations. Yale University Press, New Haven (1923)

    MATH  Google Scholar 

  4. Nagayama, G., Cheng, P.: Effects of interface wettability on microscale flow bymolecular dynamics simulation. Int. J. Heat Mass Transfer 47(3), 501–513 (2004)

    Article  MATH  Google Scholar 

  5. 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)

    Article  MATH  Google Scholar 

  6. Keyhani, M., Polehn, R.A.: Finite-difference modeling of anisotropic flows. J. Heat Transf. 117, 458–464 (1995)

    Article  Google Scholar 

  7. 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)

    Article  Google Scholar 

  8. 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)

    Article  MATH  Google Scholar 

  9. 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)

    Article  Google Scholar 

  10. 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)

    Article  Google Scholar 

  11. 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)

    MathSciNet  MATH  Google Scholar 

  12. 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)

    Article  MATH  Google Scholar 

  13. 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)

    Article  MATH  Google Scholar 

  14. Fairweather, G., Karageorghis, A.: The method of fundamental solutions for elliptic boundary value problems. Adv. Comput. Math. 9, 69–95 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  15. 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)

    Google Scholar 

  16. 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, 1991

    MathSciNet  Google Scholar 

  17. 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)

    Article  Google Scholar 

  18. 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)

    Article  MathSciNet  MATH  Google Scholar 

  19. 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  Google Scholar 

  20. Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: Solution of the Cauchy problem using iterated Tikhonov regularization. Inverse Probl. 17, 553–570 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  21. Andrieux, S., Baranger, T.N., Ben Abda, A.: Solving Cauchy problems by minimizing an energy-like functional. Inverse Probl. 34(1), 81–101 (2005)

    MathSciNet  MATH  Google Scholar 

  22. Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: I. A variational Steklov-Poincaré theory. Inverse Probl. 21(6), 1915–1936 (2006)

    Article  MATH  Google Scholar 

  23. Azaiez, M., Ben Belgacem, F., El Fekih, H.: On Cauchy’s problem: II. Completion, regularization and approximation. Inverse Probl. 22(4), 1307–1336 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  24. Andrieux, S., Ben Abda, A., Baranger, T.N.: Data completion via an energy error functional. Comptes Rendus Mecanique 333, 171–177 (2005)

    Article  MATH  Google Scholar 

  25. 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)

    Article  MathSciNet  MATH  Google Scholar 

  26. 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)

    Google Scholar 

  27. 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)

    Article  MathSciNet  MATH  Google Scholar 

  28. 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)

    Article  Google Scholar 

  29. 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)

    Article  MathSciNet  MATH  Google Scholar 

  30. Marin, L.: Landweber-Fridman algorithms for the Cauchy problem in steady-state anisotropic heat conduction. Math. Mech. Solids 25(6), 1340–1363 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  31. Delvare, F., Cimetière, A., Pons, F.: An iterative boundary element method for Cauchy inverse problems. Comput. Mech. 28, 291–302 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  32. Cimetière, A., Delvare, F., Jaoua, M., Pons, F.: An inversion method for harmonic functions reconstruction. Int. J. Therm. Sci. 41, 509–516 (2002)

    Article  Google Scholar 

  33. 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. 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)

    Article  MathSciNet  MATH  Google Scholar 

  35. 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)

    Article  Google Scholar 

  36. 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)

    Article  Google Scholar 

  37. 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)

    Article  MathSciNet  MATH  Google Scholar 

  38. Steinbach, O.: Numerical Approximation Methods for Elliptic Boundary Value Problems. Springer, New York (2008)

    Book  MATH  Google Scholar 

  39. Aliabadi, M.H.: The Boundary Element Method Applications in Solids and Structures, vol. 2. Wiley, London (2002)

    MATH  Google Scholar 

  40. Hörmander, L.: The Analysis of Partial Differential Operators I. Springer-Verlag, Berlin (2003)

    Book  MATH  Google Scholar 

  41. Adams, R.A.: Sobolev Spaces. Academic Press, New York (1975)

    MATH  Google Scholar 

  42. Hansen, P.C.: Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion. SIAM, Philadelphia (1998)

    Book  Google Scholar 

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Funding

This work was supported by a grant of Ministry of Research and Innovation, CNCS–UEFISCDI, project number PN–III–P4–ID–PCE–2016–0083, within PNCDI III.

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Correspondence to Liviu Marin.

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Voinea–Marinescu, A., Marin, L. & Delvare, F. BEM-Fading regularization algorithm for Cauchy problems in 2D anisotropic heat conduction. Numer Algor 88, 1667–1702 (2021). https://doi.org/10.1007/s11075-021-01090-0

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