A new method to identify non-steady thermal load based on element differential method

被引:5
作者
Zhou, Zhi-Yuan [1 ]
Ruan, Bo [1 ]
Jiang, Geng-Hui [2 ]
Xu, Bing-Bing [1 ]
Liu, Hua-Yu [1 ]
Zheng, Yong-Tong [3 ]
Jiang, Wen-Wei [1 ]
Xu, Fang-Cheng [4 ]
Yang, Kai [1 ]
Gao, Xiao-Wei [1 ]
机构
[1] Dalian Univ Technol, State Key Lab Struct Anal Ind Equipment, Key Lab Adv Technol Aerosp Vehicles, Dalian 116024, Liaoning, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Mech & Power Engn, Key Lab Power Machinery & Engn, Shanghai 200240, Peoples R China
[3] Southern Univ Sci & Technol, Dept Mech & Aerosp Engn, Shenzhen 518055, Peoples R China
[4] Dalian Univ Technol, Dept Control Sci & Engn, Dalian 116024, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Element differential method; Inverse heat conduction problems; Thermal load identification; Complex variable derivative method; TRANSIENT HEAT-CONDUCTION; WALL TEMPERATURE; INNER WALL; IDENTIFICATION; ALGORITHM; FLUX; COEFFICIENT;
D O I
10.1016/j.ijheatmasstransfer.2023.124352
中图分类号
O414.1 [热力学];
学科分类号
摘要
Inverse heat conduction problems (IHCPs) are widely used to identify the thermal load imposed on the components in aerospace fields, and the accuracy and robustness of identification algorithm are the keys to IHCP. In this paper, the element differential method (EDM), Levenberg-Marquardt method (LM) and future time steps method are combined to identify the thermal load. Firstly, the reliability and accuracy of the element differential method are fully verified in solving complex transient heat conduction problems of a variety of temperature-dependent materials. Then, the time-variant temperatures are obtained by the EDM with guessed thermal loads. And complex variable derivative method (CVDM) is used to compute the sensitivity matrix in LM. In addition, the influence of different initial values on the identified thermal loads of the considered 2D and 3D models is also fully analyzed. To prove the robustness of the proposed method, the noises are added to the measured data. Finally, the results show that the proposed method is effective in identifying complex temporal and spatial distributions of heat fluxes, and it shows good accuracy, robustness and noise resistance.& COPY; 2023 Elsevier Ltd. All rights reserved.
引用
收藏
页数:13
相关论文
共 58 条
[1]   Three-dimensional boundary inverse heat conduction problem for regular coordinate systems [J].
Alifanov, OM ;
Nenarokomov, AV .
INVERSE PROBLEMS IN ENGINEERING, 1999, 7 (04) :335-362
[2]  
[Anonymous], 1891, Ann. Phys., DOI DOI 10.1002/ANDP.18912780206
[3]  
Beck J. V., 1985, INVERSE HEAT CONDUCT
[5]   NUMERICAL-SOLUTION TO A 2-DIMENSIONAL INVERSE HEAT-CONDUCTION PROBLEM [J].
BUSBY, HR ;
TRUJILLO, DM .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1985, 21 (02) :349-359
[6]   USE OF FUNDAMENTAL GREENS FUNCTIONS FOR SOLUTION OF PROBLEMS OF HEAT-CONDUCTION IN ANISOTROPIC MEDIA [J].
CHANG, YP ;
KANG, CS ;
CHEN, DJ .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 1973, 16 (10) :1905-1918
[7]   Two- and three-dimensional transient heat conduction and thermoelastic analyses by BEM via efficient time convolution [J].
Chatterjee, J. ;
Ma, F. ;
Henry, D. P. ;
Banerjee, P. K. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2007, 196 (29-30) :2828-2838
[8]  
Cui M., 2015, INT J HEAT MASS TRAN, V4, P91
[9]   A modified Levenberg-Marquardt algorithm for simultaneous estimation of multi-parameters of boundary heat flux by solving transient nonlinear inverse heat conduction problems [J].
Cui, Miao ;
Yang, Kai ;
Xu, Xiao-liang ;
Wang, Sheng-dong ;
Gao, Xiao-wei .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2016, 97 :908-916
[10]   2D axisymmetric transient inverse heat conduction analysis of air jet impinging on stainless steel plate with finite thickness [J].
Dou, Ruifeng ;
Wen, Zhi ;
Zhou, Gang .
APPLIED THERMAL ENGINEERING, 2016, 93 :468-475