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Inverse heat conduction problem with a nonlinear source term by a local strong form of meshless technique based on radial point interpolation method

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Abstract

This study is devoted to find the numerical solution of the surface heat flux history and temperature distribution in a non linear source term inverse heat conduction problem (IHCP). This type of inverse problem is investigated either with a temperature over specification condition at a specific point or with an energy over specification condition over the computational domain. A combination of the meshless local radial point interpolation and the finite difference method are used to solve the IHCP. The proposed method does not require any mesh generation and since this method is local at each time step, a system with a sparse coefficient matrix is solved. Hence, the computational cost will be much low. This non linear inverse problem has a unique solution, but it is still ill-posed since small errors in the input data cause large errors in the output solution. Consequently, when the input data is contaminated with noise, we use the Tikhonov regularization method in order to obtain a stable solution. Three different kinds of schemes are applied to choose the regularization parameter which are in agreement with each other. Numerical results show that the solution is accurate for exact data and stable for noisy data.

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Data availability

The data that support the findings of this study are available from the corresponding author, [Ahmad Jafarabadi], upon reasonable request.

References

  • Arora S, Dabas J (2019) Inverse heat conduction problem in two-dimensional anisotropic medium. Int J Appl Comput Math 5(6):161

    Article  MathSciNet  MATH  Google Scholar 

  • Cannon JR (1984) The one-dimensional heat equation, vol 23. Cambridge University Press, Cambridge

    Book  MATH  Google Scholar 

  • Cannon JR, Du Chateau P (1998) Structural identification of an unknown source term in a heat equation. Inverse Problems 14(3):535

    Article  MathSciNet  MATH  Google Scholar 

  • Dehghan M, Ghesmati A (2010) Numerical simulation of two-dimensional sine-Gordon solitons via a local weak meshless technique based on the radial point interpolation method (RPIM). Comput Phys Commun 181(4):772–786

    Article  MathSciNet  MATH  Google Scholar 

  • Dehghan M, Yousefi SA, Rashedi K (2013) Ritz–Galerkin method for solving an inverse heat conduction problem with a nonlinear source term via Bernstein multi-scaling functions and cubic B-spline functions. Inverse Problems Sci Eng 21(3):500–523

    Article  MathSciNet  MATH  Google Scholar 

  • Deng C, Zheng H, Fu M, Xiong J, Chen CS (2020) An efficient method of approximate particular solutions using polynomial basis functions. Eng Anal Boundary Elem 111:1–8

    Article  MathSciNet  MATH  Google Scholar 

  • Fernandes AP, dos Santos MB, Guimarães G (2015) An analytical transfer function method to solve inverse heat conduction problems. Appl Math Model 39(22):6897–6914

    Article  MathSciNet  MATH  Google Scholar 

  • Frankel JI, Keyhani M (1997) A global time treatment for inverse heat conduction problems. J Heat Trans 119:673–683

    Article  Google Scholar 

  • Grabski JK (2019) Numerical solution of non-Newtonian fluid flow and heat transfer problems in ducts with sharp corners by the modified method of fundamental solutions and radial basis function collocation. Eng Anal Boundary Elem 109:143–152

    Article  MathSciNet  MATH  Google Scholar 

  • Hansen PC (1999) The L-curve and its use in the numerical treatment of inverse problems

  • Hao DN, Reinhardt H-J (1996) Recent contributions to linear inverse heat conduction problems. J Inverse Ill-Posed Problems 4:23–32

    Article  MathSciNet  MATH  Google Scholar 

  • Hon YC, Wei T (2004) A fundamental solution method for inverse heat conduction problem. Eng Anal Boundary Elem 28(5):489–495

    Article  MATH  Google Scholar 

  • Hussen G et al (2022) Meshless and homotopy perturbation methods for one dimensional inverse heat conduction problem with Neumann and robin boundary conditions. J Appl Math Inf 40(3–4):675–694

    MathSciNet  MATH  Google Scholar 

  • Ismail S et al (2017) Meshless collocation procedures for time-dependent inverse heat problems. Int J Heat Mass Transf 113:1152–1167

    Article  Google Scholar 

  • Jonas P, Louis AK (2000) Approximate inverse for a one-dimensional inverse heat conduction problem. Inverse Prob 16(1):175

    Article  MathSciNet  MATH  Google Scholar 

  • Kanca F, Ismailov MI (2012) The inverse problem of finding the time-dependent diffusion coefficient of the heat equation from integral overdetermination data. Inverse Problems Sci Eng 20(4):463–476

    Article  MathSciNet  MATH  Google Scholar 

  • Krawczyk-Stańdo D, Rudnicki M (2007) Regularization parameter selection in discrete ill-posed problems—the use of the U-curve. Int J Appl Math Comput Sci 17(2):157–164

    Article  MathSciNet  MATH  Google Scholar 

  • Ku C-Y, Liu C-Y, Xiao J-E, Hsu S-M, Yeih W (2021) A collocation method with space–time radial polynomials for inverse heat conduction problems. Eng Anal Boundary Elem 122:117–131

    Article  MathSciNet  MATH  Google Scholar 

  • Lesnic D, Elliott L (1999) The decomposition approach to inverse heat conduction. J Math Anal Appl 232(1):82–98

    Article  MathSciNet  MATH  Google Scholar 

  • Lesnic D, Elliott L, Ingham DB (1996) Application of the boundary element method to inverse heat conduction problems. Int J Heat Mass Transf 39(7):1503–1517

    Article  MATH  Google Scholar 

  • Liu J (1996) A stability analysis on Beck’s procedure for inverse heat conduction problems. J Comput Phys 123(1):65–73

    Article  MathSciNet  MATH  Google Scholar 

  • Morozov VA (1966) On the solution of functional equations by the method of regularization. Dokl Akad Nauk 167:510–512

    MathSciNet  Google Scholar 

  • Shen S-Y (1999) A numerical study of inverse heat conduction problems. Comp Math Appl 38(7–8):173–188

    Article  MathSciNet  MATH  Google Scholar 

  • Shidfar A, Karamali GR, Damirchi J (2006) An inverse heat conduction problem with a nonlinear source term. Nonlinear Anal Theory Methods Appl 65(3):615–621

    Article  MathSciNet  MATH  Google Scholar 

  • Shivanian E, Jafarabadi A (2017a) Inverse Cauchy problem of annulus domains in the framework of spectral meshless radial point interpolation. Eng Comput 33(3):431–442

    Article  Google Scholar 

  • Shivanian E, Jafarabadi A (2017b) Numerical solution of two-dimensional inverse force function in the wave equation with nonlocal boundary conditions. Inverse Problems Sci Eng 25(12):1743–1767

    Article  MathSciNet  MATH  Google Scholar 

  • Shivanian E, Jafarabadi A (2018a) The numerical solution for the time-fractional inverse problem of diffusion equation. Eng Anal Boundary Elem 91:50–59

    Article  MathSciNet  MATH  Google Scholar 

  • Shivanian E, Jafarabadi A (2018b) An inverse problem of identifying the control function in two and three-dimensional parabolic equations through the spectral meshless radial point interpolation. Appl Math Comput 325:82–101

    MathSciNet  MATH  Google Scholar 

  • Smith GD (1985) Numerical solution of partial differential equations: finite difference methods. Oxford University Press, Oxford

    Google Scholar 

  • Wang JG, Liu GR (2002) A point interpolation meshless method based on radial basis functions. Int J Numer Methods Eng 54(11):1623–1648

    Article  MATH  Google Scholar 

  • Xiong P, Deng J, Tao L, Qi L, Liu Y, Zhang Y (2020) A sequential conjugate gradient method to estimate heat flux for nonlinear inverse heat conduction problem. Ann Nucl Energy 149:107798

    Article  Google Scholar 

  • Yaparova N (2014) Numerical methods for solving a boundary-value inverse heat conduction problem. Inverse Problems Sci Eng 22(5):832–847

    Article  MathSciNet  MATH  Google Scholar 

  • Yousefi SA, Lesnic D, Barikbin Z (2012) Satisfier function in Ritz–Galerkin method for the identification of a time-dependent diffusivity. J Inverse Ill-Posed Problems 20(5–6):701–722

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors would like to thank the anonymous referees for their valuable comments and helpful suggestions that improve the quality of our paper.

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Correspondence to Ahmad Jafarabadi.

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Communicated by Antonio José Silva Neto.

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Dinmohammadi, A., Jafarabadi, A. Inverse heat conduction problem with a nonlinear source term by a local strong form of meshless technique based on radial point interpolation method. Comp. Appl. Math. 42, 284 (2023). https://doi.org/10.1007/s40314-023-02414-7

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  • DOI: https://doi.org/10.1007/s40314-023-02414-7

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