彭海峰

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副研究员

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:力学与航空航天学院

学科:飞行器设计. 计算力学

办公地点:综合实验1号楼414B室

联系方式:0411-84706645 QQ:86572138

电子邮箱:hfpeng@dlut.edu.cn

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A new modified Levenberg-Marquardt algorithm for identifying the temperature-dependent conductivity of solids based on the radial integration boundary element method

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论文类型:期刊论文

发表时间:2019-12-01

发表刊物:INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

收录刊物:EI、SCIE

卷号:144

ISSN号:0017-9310

关键字:Levenberg-Marquardt algorithm; Complex variable derivative method; Radial integration boundary element method; Inverse heat conduction problem; Temperature-dependent conductivity

摘要:In this paper, combination of radial integration boundary element method (RIBEM) with complex variable and Levenberg-Marquardt algorithm (LMA) is firstly proposed to identify temperature-dependent conductivity in the inverse heat conduction problem. To obtain the simulative temperature, radial integration boundary element method is used to solve the transient nonlinear heat conduction problem with temperature-dependent conductivity. What's more, RIBEM with complex variable, which transforms the real variables into complex ones in boundary element method, makes it possible to perform complex variable derivative method (CVDM) in LMA. Furthermore, because of the introduction of CVDM, the sensitivity coefficient matrix can be calculated accurately and efficiently, and then the identification of unknown variable can be achieved admirably in the inverse heat problem. Finally, different initial guess value and measurement errors are considered, respectively, and various numerical examples are presented to fully demonstrate the accuracy and feasibility of the proposed method in identifying temperature-dependent conductivity. (C) 2019 Elsevier Ltd. All rights reserved.