Numerical algorithms to estimate relaxation parameters and Caputo fractional derivative for a fractional thermal wave model in spherical composite medium

被引:42
作者
Yu, Bo [1 ]
Jiang, Xiaoyun [1 ]
Wang, Chu [2 ]
机构
[1] Shandong Univ, Sch Math, Jinan 250100, Peoples R China
[2] Princeton Univ, Program Appl & Computat Math, Princeton, NJ 08544 USA
基金
中国国家自然科学基金;
关键词
Caputo fractional derivative; Fractional thermal wave model; Spherical composite medium; Finite difference; Inverse problem; FOURIER HEAT-CONDUCTION; NONHOMOGENEOUS INNER STRUCTURE; FINITE-ELEMENT-METHOD; DIFFUSION EQUATION; SUBDIFFUSION EQUATION; PARABOLIC EQUATION; INVERSE PROBLEMS; PROCESSED MEAT; TIME;
D O I
10.1016/j.amc.2015.10.081
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we formulate a fractional thermal wave model for a bi-layered spherical tissue. Implicit finite difference method is employed to obtain the solution of the direct problem. The inverse analysis for simultaneously estimating the Caputo fractional derivative and the relaxation time parameters is implemented by means of the LevenbergMarquardt method. Compared with the experimental data, we can obviously find out that the estimated temperature increase values are excellently consistent with the measured temperature increase values in the experiment. We have also discussed the effect of the fractional derivative, the relaxation time parameters, the initial guess as well as the sensitivity problem. All the results show that the proposed fractional thermal wave model is efficient and accurate in modeling the heat transfer in the hyperthermia experiment, and the proposed numerical method for simultaneously estimating multiple parameters for the fractional thermal wave model in a spherical composite medium is effective.
引用
收藏
页码:106 / 118
页数:13
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