Simultaneous identification of timewise terms and free boundaries for the heat equation
ISSN: 0264-4401
Article publication date: 8 July 2020
Issue publication date: 27 January 2021
Abstract
Purpose
The purpose of this paper is to provide an insight and to solve numerically the identification of timewise terms and free boundaries coefficient appearing in the heat equation from over-determination conditions.
Design/methodology/approach
The formulated coefficient identification problem is inverse and ill-posed, and therefore, to obtain a stable solution, a nonlinear Tikhonov regularization least-squares approach is used. For the numerical discretization, the finite difference method combined with a regularized nonlinear minimization is performed using the MATLAB subroutine lsqnonlin.
Findings
The numerical results presented for two examples show the efficiency of the computational method and the accuracy and stability of the numerical solution even in the presence of noise in the input data.
Research limitations/implications
The mathematical formulation is restricted to identify coefficients in unknown components dependent on time, and this may be considered as a research limitation. However, there is no research implication to overcome this, as the known input data is also limited to single temperature in heat equation with Stefan conditions, and the first- and second-order heat moments measurements at a particular time location.
Practical implications
As noisy data are inverted, the study models real situations in which practical measurements are inherently contaminated with noise.
Social implications
The identification of the timewise terms and free boundaries will be of great interest in the heat transfer community and related fluid flow applications.
Originality/value
The current investigation advances previous studies, which assumed that the coefficient multiplying the lower order temperature term depends on time. The knowledge of this physical property coefficient is very important in heat transfer and fluid flow. The originality lies in the insight gained by performing for the numerical simulations of inversion to find the timewise terms and free boundaries coefficient dependent on time in the heat equation from noisy measurements.
Keywords
Acknowledgements
Funding statement: The authors received no specific funding for this study.
Disclosure statement: No potential conflict of interest was reported by the authors.
Citation
Huntul, M. and Tamsir, M. (2021), "Simultaneous identification of timewise terms and free boundaries for the heat equation", Engineering Computations, Vol. 38 No. 1, pp. 442-462. https://doi.org/10.1108/EC-02-2020-0104
Publisher
:Emerald Publishing Limited
Copyright © 2020, Emerald Publishing Limited