A meshfree regularization method for recovering a time-dependent Robin coefficient in one-dimensional transient heat conduction

Document Type : Research Paper

Authors

1 Department of Mathematics, University of Science and Technology of Mazandaran, Behshahr, Iran

2 School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

Abstract

In the current paper, we numerically investigate the approximation of a timewise-dependent heat transfer coefficient (HTC) along with the temperature in the one-dimensional heat equation with the third-type boundary conditions and an integral measurement. We utilize the integral overdetermination condition to reformulate the third-type boundary conditions and seek the solution to the converted problem in the form of the linear combination of the method of fundamental solutions and the heat polynomials. By applying the collocation method, the problem is reduced to the solution of a linear system of algebraic equations. The method takes advantage of the combination of the natural cubic spline technique and the Tikhonov regularization method to provide a stable approximation of the derivative of the perturbed boundary data. We provide several numerical tests to show the effectiveness of the proposed method.

Keywords

[1] T. Abdelhamid, A.H. Elsheikh, A. Elazab, S.W. Sharshir, E.S. Selima and D. Jiang, Simultaneous reconstruction of the time-dependent Robin coefficient and heat flux in heat conduction problems, Inverse Probl. Sci. Eng. 26 (2018), no. 9, 1231–1248.
[2] G. Airweather and A. Karageorghis, The method of fundamental solutions for numerical solutions of the biharmonic equation, J. Comput. Phys. 69 (1987), no. 2, 434–459.
[3] F.S. V. Bazan, L. Bedin and F. Bozzoli, Numerical estimation of convective heat transfer coefficient through linearization, Int. J. Heat Mass Tran. 102 (2016), 1230–1244.
[4] A. Bogomolny, Fundamental solutions method for elliptic boundary value problems, SIAM. J. Numer. Anal. 22 (1985), no. 4, 644–669.
[5] J.R. Cannon, The One-Dimensional Heat Equation, Reading (MA): Addison Wesley, 1984.
[6] G. Fairweather and A. Karageorghis, The method of fundamental solutions for elliptic boundary value problems, Adv. Comput. Math. 9 (1998), 69–95.
[7] P.C. Hansen, Analysis of discrete ill-posed problems by means of the L-curve, SIAM Rev. 34 (1992), no. 4, 561–580.
[8] D.N. Hao, P.X. Thanh and D. Lesnic, Determination of the heat transfer coefficients in transient heat conduction, Inverse Probl. 29 (2013), no. 9, 095020.
[9] B.T. Johansson, D. Lesnic and T. Reeve, A method of fundamental solutions for the one-dimensional inverse Stefan problem, Appl. Math. Model. 35 (2011), no. 9, 4367–4378.
[10] B.T. Johansson, D. Lesnic and T. Reeve, A meshless method for an inverse two-phase onedimensional linear Stefan problem, Inverse Prob. Sci. Eng. 21 (2013), no. 1, 17–33.
[11] B.T. Johansson, D. Lesnic and T. Reeve, A meshless method for an inverse two-phase one-dimensional nonlinear Stefan problem, Math. Comput. Simul. 101 (2014), 61–77.
[12] A. Karageorghis, D. Lesnic and L. Marin, A survey of applications of the MFS to inverse problems, Inverse Probl. Sci. Eng. 19 (2011), no. 3, 309–336.
[13] S. A. Kassabek and D. Suragan, Numerical approximation of the one-dimensional inverse Cauchy–Stefan problem using heat polynomials methods, Comput. Appl. Math. 41 (2022), no. 189.
[14] E. Kita and N. Kamiya, Trefftz method: An overview, Adv. Eng. Softw. 24 (1995), no. 1-3, 3–12.
[15] V.D. Kupradze, Potential Methods in Elasticity Theory, Fizmatgiz: Moscow. Zbl.115,187. English transl., New York, 1965.
[16] D. Lesnic, Inverse Problems with Applications in Science and Engineering, Chapman and Hall/CRC, 2021.
[17] L. Marin, A meshless method for solving the Cauchy problem in three-dimensional elastostatics, Comput. Math. Appl. 50 (2005), no. 1-2, 73–92.
[18] L. Marin and D. Lesnic, The method of fundamental solutions for the Cauchy problem associated with two-dimensional Helmholtz-type equations, Comput. Struct. 83 (2005), no. 4-5, 267–278.
[19] T.T. M. Onyango, D. B. Ingham, D. Lesnic and M. Slodicka, Determination of a time-dependent heat transfer coefficient from non-standard boundary measurements, Math. Comput. Simul. 79 (2009), no. 5, 1577–1584.
[20] K. Rashedi, Recovery of coefficients of a heat equation by Ritz collocation method, Kuwait J. Sci. 50 (2023), no. 2A, 1–12.
[21] K. Rashedi and A. Sarraf, Heat source identification of some parabolic equations based on the method of fundamental solutions, Eur. Phys. J. Plus 133 (2018), no. 403.
[22] M. Rostamian and A. Shahrezaee, A meshless method for solving 1D time-dependent heat source problem, Inverse Probl. Sci. Eng. 26 (2017), no. 1, 51–82.
[23] T. Shigeta and D. L. Young, Method of fundamental solutions with optimal regularization techniques for Cauchy problem of the Laplace equation with singular points, J. Comput. Phys. 228 (2009), no. 6, 1903–1915.
[24] M. Slodicka, D. Lesnic and T.T.M. Onyango, Determination of a time-dependent heat transfer coefficient in a nonlinear inverse heat conduction problem, Inverse Prob. Sci. Eng. 18 (2010), no. 1, 65–81.
[25] E. Trefftz, Ein Gegenstuck zum Ritzschen Verfahren, Proc. 2nd Ind. Congr. Appl. Mech., Zurich 24 (1926), 131–137.
[26] T. Ushijima and A. Chiba, A fundamental solution method for the reduced wave problem in a domain exterior to a disc, J. Comput. Appl. Math. 152 (2003), no. (1-2), 545–557.
[27] L. Yan, F. Yang and C. Fu, A Bayesian inference approach to identify a Robin coefficient in one-dimensional parabolic problem, J. Comput. Appl. Math. 231 (2009), no. 2, 840–850.
[28] R. Zolfaghari and A. Shidfar, Reconstructing an unknown time-dependent function in the boundary conditions of a parabolic PDE, Appl. Math. Comput. 226 (2014), 238–249.
[29] R. Zolfaghari and A. Shidfar, Restoration of the heat transfer coefficient from boundary measurements using the Sinc method, Comput. Appl. Math. 34 (2015), 29–44.
Volume 15, Issue 4
April 2024
Pages 11-22
  • Receive Date: 14 May 2022
  • Revise Date: 20 August 2022
  • Accept Date: 29 August 2022