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International Journal for Multiscale Computational Engineering
インパクトファクター: 1.016 5年インパクトファクター: 1.194 SJR: 0.554 SNIP: 0.68 CiteScore™: 1.18

ISSN 印刷: 1543-1649
ISSN オンライン: 1940-4352

International Journal for Multiscale Computational Engineering

DOI: 10.1615/IntJMultCompEng.2014007963
pages 79-89

BIOINSPIRED IDENTIFICATION OF PARAMETERS IN MICROSCALE HEAT TRANSFER

Jolanta Dziatkiewicz
Faculty of Mechanical Engineering, Institute of Computational Mechanics and Engineering, Silesian University of Technology, Poland
Waclaw Kus
Institute of Computational Mechanics and Engineering, Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice, Poland
Ewa Majchrzak
Institute of Computational Mechanics and Engineering, Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice, Poland
Tadeusz Burczynski
Institute of Fundamental Technological Research, Polish Academy of Sciences
Lukasz Turchan
Faculty of Mechanical Engineering, Institute of Computational Mechanics and Engineering, Silesian University of Technology, Poland

要約

The paper is devoted to the identification of microscale heat-transfer parameters. The numerical modeling of short-pulse laser interaction with thin metal films is considered. The hyperbolic two-temperature model describing the temporal and spatial evolution of the lattice and electrons temperatures in the irradiated metal is applied. This model consists of four equations: two equations concern the electron and lattice temperatures; the later ones determine the dependencies between heat fluxes and temperatures. The short-pulse laser interaction with the film is taken into account by introducing an internal volumetric heat source to the equation describing the electron temperature. The equations concerning the electrons and lattice temperatures are joined by coupling factor G, which characterizes the energy exchange between phonons and electrons. The relations between electron heat flux and electron temperature and between the lattice heat flux and lattice temperature contain the parameters ?e and ?l, respectively. The parameter ?e is the relaxation time of free electrons in metals; the parameter ?l is the relaxation time in phonon collisions. The one-dimensional problem is analyzed. (Heat transfer in the direction perpendicular to the thin film is taken into account.) The nonflux conditions can be accepted at the front surface irradiated by a laser pulse and the back surface. The initial conditions are also assumed. The direct problem is solved by the explicit scheme of the finite difference method. The results of the computations are partially compared with the experimental data available in literature. The inverse problem discussed here consists in the simultaneous identification of three parameters, namely, the coupling factor G and relaxation times ?e and ?l. To solve such a problem, the electron temperature history at the irradiated surface of the thin film is taken into account. The inverse problems can be formulated as optimization problems and solved by means of bioinspired algorithms. The objective function is formulated on the basis of the known measured and numerical simulated values of temperature. The minimization of the objective function allows one to find the design variables vector, which may contain the parameters of the coupling factor and time coefficients in the presented case. The inverse problems are ill-defined problems, and the identification may lead to different results with the same objective function value. The objective function can have many local minima, and therefore the bioinspired algorithm is used in the paper.

参考

  1. Burczyński, T. and Kuś, W., Microstructure optimisation and identification in multiscale modeling. DOI: 10.1007/978-1-4020-9231-2_12

  2. Burczyński, T., Kuś, W., and Brodacka, A., Multiscale modeling of osseous tissues.

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  4. Chen, G., Borca-Tasciuc, D., and Yang, R. G., Nanoscale heat transfer.

  5. Chen, J. K. and Beraun, J. E., Numerical study of ultrashort laser pulse interactions with metal films. DOI: 10.1080/104077801300348842

  6. de Castro, L. N. and Timmis, J., Artificial immune systems as a novel soft computing paradigm. DOI: 10.1007/s00500-002-0237-z

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  11. Kuś, W. and Burczyński, T., Parallel artificial immune system in optimization of mechanical structures.

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  13. Lin, Z. and Zhigilei, L. V., Electron-phonon coupling and electron heat capacity of metals under conditions of strong electronphonon nonequilibrium. DOI: 10.1103/PhysRevB.77.075133

  14. Majchrzak, E. and Dziatkiewicz, J., Identification of electron-phonon coupling factor in a thin metal film subjected to an ultrashort laser pulse.

  15. Majchrzak, E. and Poteralska, J., Numerical analysis of short-pulse laser interactions with thin metal film.

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