To the Solution of Geometric Inverse Heat Conduction Problems
| Autor: | Valerii V. Hanchyn, Yurii M. Matsevytyi |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Physics
021103 operations research a. n. tikhonov's regularization method 0211 other engineering and technologies regularization parameter 020101 civil engineering 02 engineering and technology Mechanics geometric inverse heat conduction problem 0201 civil engineering Inverse heat conduction TJ1-1570 identification Mechanical engineering and machinery schoenberg's cubic splines stabilizing functional approximation |
| Zdroj: | Journal of Mechanical Engineering, Vol 24, Iss 1, Pp 6-12 (2021) |
| ISSN: | 2709-2992 2709-2984 |
| Popis: | On the basis of A. N. Tikhonov’s regularization theory, a method is developed for solving inverse heat conduction problems of identifying a smooth outer boundary of a two-dimensional region with a known boundary condition. For this, the smooth boundary to be identified is approximated by Schoenberg’s cubic splines, as a result of which its identification is reduced to determining the unknown approximation coefficients. With known boundary and initial conditions, the body temperature will depend only on these coefficients. With the temperature expressed using the Taylor formula for two series terms and substituted into the Tikhonov functional, the problem of determining the increments of the coefficients can be reduced to solving a system of linear equations with respect to these increments. Having chosen a certain regularization parameter and a certain function describing the shape of the outer boundary as an initial approximation, one can implement an iterative process. In this process, the vector of unknown coefficients for the current iteration will be equal to the sum of the vector of coefficients in the previous iteration and the vector of the increments of these coefficients, obtained as a result of solving a system of linear equations. Having obtained a vector of coefficients as a result of a converging iterative process, it is possible to determine the root-mean-square discrepancy between the temperature obtained and the temperature measured as a result of the experiment. It remains to select the regularization parameter in such a way that this discrepancy is within the measurement error. The method itself and the ways of its implementation are the novelty of the material presented in this paper in comparison with other authors’ approaches to the solution of geometric inverse heat conduction problems. When checking the effectiveness of using the method proposed, a number of two-dimensional test problems for bodies with a known location of the outer boundary were solved. An analysis of the influence of random measurement errors on the error in identifying the outer boundary shape is carried out. |
| Databáze: | OpenAIRE |
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