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Finite Difference-Peridynamic Differential Operator for Solving Transient Heat Conduction Problems
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作者 Chunlei Ruan Cengceng Dong +2 位作者 Zeyue Zhang Boyu Chen Zhijun Liu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第9期2707-2728,共22页
Transient heat conduction problems widely exist in engineering.In previous work on the peridynamic differential operator(PDDO)method for solving such problems,both time and spatial derivatives were discretized using t... Transient heat conduction problems widely exist in engineering.In previous work on the peridynamic differential operator(PDDO)method for solving such problems,both time and spatial derivatives were discretized using the PDDO method,resulting in increased complexity and programming difficulty.In this work,the forward difference formula,the backward difference formula,and the centered difference formula are used to discretize the time derivative,while the PDDO method is used to discretize the spatial derivative.Three new schemes for solving transient heat conduction equations have been developed,namely,the forward-in-time and PDDO in space(FT-PDDO)scheme,the backward-in-time and PDDO in space(BT-PDDO)scheme,and the central-in-time and PDDO in space(CT-PDDO)scheme.The stability and convergence of these schemes are analyzed using the Fourier method and Taylor’s theorem.Results show that the FT-PDDO scheme is conditionally stable,whereas the BT-PDDO and CT-PDDO schemes are unconditionally stable.The stability conditions for the FT-PDDO scheme are less stringent than those of the explicit finite element method and explicit finite difference method.The convergence rate in space for these three methods is two.These constructed schemes are applied to solve one-dimensional and two-dimensional transient heat conduction problems.The accuracy and validity of the schemes are verified by comparison with analytical solutions. 展开更多
关键词 Peridynamic differential operator finite difference method STABILITY transient heat conduction problem
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NUMERICAL METHOD OF MIXED FINITE VOLUME-MODIFIED UPWIND FRACTIONAL STEP DIFFERENCE FOR THREE-DIMENSIONAL SEMICONDUCTOR DEVICE TRANSIENT BEHAVIOR PROBLEMS 被引量:5
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作者 袁益让 杨青 +1 位作者 李长峰 孙同军 《Acta Mathematica Scientia》 SCIE CSCD 2017年第1期259-279,共21页
Transient behavior of three-dimensional semiconductor device with heat conduc- tion is described by a coupled mathematical system of four quasi-linear partial differential equations with initial-boundary value conditi... Transient behavior of three-dimensional semiconductor device with heat conduc- tion is described by a coupled mathematical system of four quasi-linear partial differential equations with initial-boundary value conditions. The electric potential is defined by an ellip- tic equation and it appears in the following three equations via the electric field intensity. The electron concentration and the hole concentration are determined by convection-dominated diffusion equations and the temperature is interpreted by a heat conduction equation. A mixed finite volume element approximation, keeping physical conservation law, is used to get numerical values of the electric potential and the accuracy is improved one order. Two con- centrations and the heat conduction are computed by a fractional step method combined with second-order upwind differences. This method can overcome numerical oscillation, dispersion and decreases computational complexity. Then a three-dimensional problem is solved by computing three successive one-dimensional problems where the method of speedup is used and the computational work is greatly shortened. An optimal second-order error estimate in L2 norm is derived by using prior estimate theory and other special techniques of partial differential equations. This type of mass-conservative parallel method is important and is most valuable in numerical analysis and application of semiconductor device. 展开更多
关键词 three dimensional transient behavior of heat conduction problem mixed finitevolume element modified upwind fractional step difference second-order error
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A new complex variable meshless method for transient heat conduction problems 被引量:5
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作者 王健菲 程玉民 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第12期42-50,共9页
In this paper, based on the improved complex variable moving least-square (ICVMLS) approximation, a new complex variable meshless method (CVMM) for two-dimensional (2D) transient heat conduction problems is pres... In this paper, based on the improved complex variable moving least-square (ICVMLS) approximation, a new complex variable meshless method (CVMM) for two-dimensional (2D) transient heat conduction problems is presented. The variational method is employed to obtain the discrete equations, and the essential boundary conditions are imposed by the penalty method. As the transient heat conduction problems are related to time, the Crank-Nicolson difference scheme for two-point boundary value problems is selected for the time discretization. Then the corresponding formulae of the CVMM for 2D heat conduction problems are obtained. In order to demonstrate the applicability of the proposed method, numerical examples are given to show the high convergence rate, good accuracy, and high efficiency of the CVMM presented in this paper. 展开更多
关键词 meshless method improved complex variable moving least-square approximation com-plex variable meshless method transient heat conduction problem
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Meshless analysis of three-dimensional steady-state heat conduction problems 被引量:3
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作者 程荣军 葛红霞 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第9期36-41,共6页
Steady-state heat conduction problems arisen in connection with various physical and engineering problems where the functions satisfy a given partial differential equation and particular boundary conditions, have attr... Steady-state heat conduction problems arisen in connection with various physical and engineering problems where the functions satisfy a given partial differential equation and particular boundary conditions, have attracted much attention and research recently. These problems are independent of time and involve only space coordinates, as in Poisson's equation or the Laplace equation with Dirichlet, Neuman, or mixed conditions. When the problems are too complex, it is difficult to find an analytical solution, the only choice left is an approximate numerical solution. This paper deals with the numerical solution of three-dimensional steady-state heat conduction problems using the meshless reproducing kernel particle method (RKPM). A variational method is used to obtain the discrete equations. The essential boundary conditions are enforced by the penalty method. The effectiveness of RKPM for three-dimensional steady-state heat conduction problems is investigated by two numerical examples. 展开更多
关键词 reproducing kernel particle method meshless method steady-state heat conduction problem
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Improved Particle Swarm Optimization for Solving Transient Nonlinear Inverse Heat Conduction Problem in Complex Structure 被引量:2
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作者 ZHOU Ling ZHANG Chunyun +2 位作者 BAI Yushuai LIU Kun CUI Miao 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第5期816-828,共13页
Accurately solving transient nonlinear inverse heat conduction problems in complex structures is of great importance to provide key parameters for modeling coupled heat transfer process and the structure’s optimizati... Accurately solving transient nonlinear inverse heat conduction problems in complex structures is of great importance to provide key parameters for modeling coupled heat transfer process and the structure’s optimization design.The finite element method in ABAQUS is employed to solve the direct transient nonlinear heat conduction problem.Improved particle swarm optimization(PSO)method is developed and used to solve the transient nonlinear inverse problem.To investigate the inverse performances,some numerical tests are provided.Boundary conditions at inaccessible surfaces of a scramjet combustor with the regenerative cooling system are inversely identified.The results show that the new methodology can accurately and efficiently determine the boundary conditions in the scramjet combustor with the regenerative cooling system.By solving the transient nonlinear inverse problem,the improved particle swarm optimization for solving the transient nonlinear inverse heat conduction problem in a complex structure is verified. 展开更多
关键词 improved particle swarm optimization transient nonlinear heat conduction problem inverse identification finite element method complex structure
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A REDUCED MFE FORMULATION BASED ON POD FOR THE NON-STATIONARY CONDUCTION-CONVECTION PROBLEMS 被引量:8
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作者 罗振东 谢正辉 陈静 《Acta Mathematica Scientia》 SCIE CSCD 2011年第5期1765-1785,共21页
In this article, a reduced mixed finite element (MFE) formulation based on proper orthogonal decomposition (POD) for the non-stationary conduction-convection problems is presented. Also the error estimates between... In this article, a reduced mixed finite element (MFE) formulation based on proper orthogonal decomposition (POD) for the non-stationary conduction-convection problems is presented. Also the error estimates between the reduced MFE solutions based on POD and usual MFE solutions are derived. It is shown by numerical examples that the results of numerical computation are consistent with theoretical conclusions. Moreover, it is shown that the reduced MFE formulation based on POD is feasible and efficient in finding numerical solutions for the non-stationary conduction-convection problems. 展开更多
关键词 proper orthogonal decomposition mixed finite element formulation error estimate non-stationary conduction-convection problems
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Newton-type methods and their modifications for inverse heat conduction problems
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作者 康传刚 孟泽红 贺国强 《Journal of Shanghai University(English Edition)》 CAS 2010年第3期196-200,共5页
This paper studies to numerical solutions of an inverse heat conduction problem.The effect of algorithms based on the Newton-Tikhonov method and the Newton-implicit iterative method is investigated,and then several mo... This paper studies to numerical solutions of an inverse heat conduction problem.The effect of algorithms based on the Newton-Tikhonov method and the Newton-implicit iterative method is investigated,and then several modifications are presented.Numerical examples show the modified algorithms always work and can greatly reduce the computational costs. 展开更多
关键词 nonlinear inverse problem inverse heat conduction problem Newton-Tikhonov method Newton-implicit iterative method modification
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A complex variable meshless local Petrov-Galerkin method for transient heat conduction problems
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作者 王启防 戴保东 栗振锋 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第8期238-244,共7页
On the basis of the complex variable moving least-square (CVMLS) approximation, a complex variable meshless local Petrov-Galerkin (CVMLPG) method is presented for transient heat conduction problems. The method is ... On the basis of the complex variable moving least-square (CVMLS) approximation, a complex variable meshless local Petrov-Galerkin (CVMLPG) method is presented for transient heat conduction problems. The method is developed based on the CVMLS approximation for constructing shape functions at scattered points, and the Heaviside step function is used as a test function in each sub-domain to avoid the need for a domain integral in symmetric weak form. In the construction of the well-performed shape function, the trial function of a two-dimensional (2D) problem is formed with a one-dimensional (1D) basis function, thus improving computational efficiency. The numerical results are compared with the exact solutions of the problems and the finite element method (FEM). This comparison illustrates the accuracy as well as the capability of the CVMLPG method. 展开更多
关键词 meshless method complex variable moving least-square method complex variable meshless localPetrov-Galerkin method transient heat conduction problems
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The PDE-Constrained Optimization Method Based on MFS for Solving Inverse Heat Conduction Problems
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作者 Yongfu ZHANG Chongjun LI 《Journal of Mathematical Research with Applications》 CSCD 2018年第3期303-330,共28页
In this paper, we present an effective meshless method for solving the inverse heat conduction problems, with the Neumann boundary condition. A PDE-constrained optimization method is developed to get a global approxim... In this paper, we present an effective meshless method for solving the inverse heat conduction problems, with the Neumann boundary condition. A PDE-constrained optimization method is developed to get a global approximation scheme in both spatial and temporal domains, by using the fundamental solution of the governing equation as the basis function.Since the initial measured data contain some noises, and the resulting systems of equations are usually ill-conditioned, the Tikhonov regularization technique with the generalized crossvalidation criterion is applied to obtain more stable numerical solutions. It is shown that the proposed schemes are effective by some numerical tests. 展开更多
关键词 inverse heat conduction problem PDE-constrained optimization method offundamental solutions time-dependent heat source term Tikhonov regularization method
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Adaptive mixed least squares Galerkin/Petrov finite element method for stationary conduction convection problems
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作者 张运章 侯延仁 魏红波 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2011年第10期1269-1286,共18页
An adaptive mixed least squares Galerkin/Petrov finite element method (FEM) is developed for stationary conduction convection problems. The mixed least squares Galerkin/Petrov FEM is consistent and stable for any co... An adaptive mixed least squares Galerkin/Petrov finite element method (FEM) is developed for stationary conduction convection problems. The mixed least squares Galerkin/Petrov FEM is consistent and stable for any combination of discrete velocity and pressure spaces without requiring the Babuska-Brezzi stability condition. Using the general theory of Verfiirth, the posteriori error estimates of the residual type are derived. Finally, numerical tests are presented to illustrate the effectiveness of the method. 展开更多
关键词 conduction convection problem posteriori error analysis mixed finite element adaptive finite element least squares Galerkin/Petrov method
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Resolving double-sided inverse heat conduction problem using calibration integral equation method
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作者 CHEN Hong-chu 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第8期2100-2108,共9页
In this paper, a novel calibration integral equation is derived for resolving double-sided, two-probe inverse heat conduction problem of surface heat flux estimation. In contrast to the conventional inverse heat condu... In this paper, a novel calibration integral equation is derived for resolving double-sided, two-probe inverse heat conduction problem of surface heat flux estimation. In contrast to the conventional inverse heat conduction techniques, this calibration approach does not require explicit input of the probe locations, thermophysical properties of the host material and temperature sensor parameters related to thermal contact resistance, sensor capacitance and conductive lead losses. All those parameters and properties are inherently contained in the calibration framework in terms of Volterra integral equation of the first kind. The Laplace transform technique is applied and the frequency domain manipulations of the heat equation are performed for deriving the calibration integral equation. Due to the ill-posed nature, regularization is required for the inverse heat conduction problem, a future-time method or singular value decomposition (SVD) can be used for stabilizing the ill-posed Volterra integral equation of the first kind. 展开更多
关键词 inverse heat conduction problem surface heat flux estimation calibration integral equation method
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Quasi-Reversibility Regularization Method for Solving a Backward Heat Conduction Problem 被引量:1
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作者 Ailin Qian Jianfeng Mao 《American Journal of Computational Mathematics》 2011年第3期159-162,共4页
Non-standard backward heat conduction problem is ill-posed in the sense that the solution(if it exists) does not depend continuously on the data. In this paper, we propose a regularization strategy-quasi-reversibility... Non-standard backward heat conduction problem is ill-posed in the sense that the solution(if it exists) does not depend continuously on the data. In this paper, we propose a regularization strategy-quasi-reversibility method to analysis the stability of the problem. Meanwhile, we investigate the roles of regularization parameter in this method. Numerical result show that our algorithm is effective and stable. 展开更多
关键词 BACK Heat conduction ILL-POSED problem QUASI-REVERSIBILITY REGULARIZATION
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PRECISE INTEGRAL ALGORITHM BASED SOLUTION FORTRANSIENT INVERSE HEAT CONDUCTION PROBLEMSWITH MULTI-VARIABLES
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作者 王一博 杨海天 邬瑞锋 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2005年第5期555-562,共8页
By modeling direct transient heat conduction problems via finite element method (FEM) and precise integral algorithm, a new approach is presented to solve transient inverse heat conduction problems with multi-variable... By modeling direct transient heat conduction problems via finite element method (FEM) and precise integral algorithm, a new approach is presented to solve transient inverse heat conduction problems with multi-variables. Firstly, the spatial space and temporal domain are discretized by FEM and precise integral algorithm respectively. Then, the high accuracy semi-analytical solution of direct problem can be got. Finally, based on the solution, the computing model of inverse problem and expression of sensitivity analysis are established. Single variable and variables combined identifications including thermal parameters, boundary conditions and source-related terms etc. are given to validate the approach proposed in 1-D and 2-D cases. The effects of noise data and initial guess on the results are investigated. The numerical examples show the effectiveness of this approach. 展开更多
关键词 heat conduction inverse problem MULTI-VARIABLES precise integral algorithm finite element
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The Solving of the Inverse Thermal Conductivity Problem for Study the Short Linear Heat Pipes
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作者 Arkady Vladimirovich Seryakov 《Engineering(科研)》 2022年第6期185-216,共32页
The results of studies by solving the inverse thermal conductivity problem of the heat capacity of evaporator of the short linear heat pipes (HP’s) with a Laval nozzle-liked vapour channel and intended for cooling sp... The results of studies by solving the inverse thermal conductivity problem of the heat capacity of evaporator of the short linear heat pipes (HP’s) with a Laval nozzle-liked vapour channel and intended for cooling spacecraft and satellites with strict take-off mass regulation are presented. Mathematical formulation of the inverse problem for the HP’s thermal conductivity in one-dimensional coordinate system is accompanied by the measurement results using the monotonic heating method in a vacuum adiabatic calorimeter the HP’s surface temperatures along the longitudinal axis over the entire temperature load range, thermal resistance, and arrays of thermal power data on the evaporator Q<sub>ev</sub> and vortex flow calorimeter Q<sub>cond</sub> for the condensation surface allow us to estimate the average value of the evaporator heat capacity C<sub>ev</sub> by solving the inverse thermal conductivity problem in the HP’s evaporator region. Since at the beginning of working fluid boiling for a certain time interval, the temperature of the capillary-porous evaporator remains close to constant, and with the continuation of heating and by solving the inverse thermal conductivity problem, it becomes possible to calculate the heat capacity of the working evaporator and the evaporation specific heat of the boiling working fluid and compare it with the table values. 展开更多
关键词 Short Linear HP’s The Inverse problem of Thermal conductivity The Monotonic Heating Method Thermal Resistance and Heat Capacity
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SOLUTION OF THE RAYLEIGH PROBLEM FOR A POWER-LAW NON-NEWTONIAN CONDUCTING FLUID VIA GROUP METHOD
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作者 Mina B.Abd-el-Malek Nagwa A.Badran Hossam S.Hassan 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2002年第6期639-646,共8页
An investigation is made of the magnetic Rayleigh problem where a semi_infinite plate is given an impulsive motion and thereafter moves with constant velocity in a non_Newtonian power law fluid of infinite extent. The... An investigation is made of the magnetic Rayleigh problem where a semi_infinite plate is given an impulsive motion and thereafter moves with constant velocity in a non_Newtonian power law fluid of infinite extent. The solution of this highly non_linear problem is obtained by means of the transformation group theoretic approach. The one_parameter group transformation reduces the number of independent variables by one and the governing partial differential equation with the boundary conditions reduce to an ordinary differential equation with the appropriate boundary conditions. Effect of the some parameters on the velocity u(y,t) has been studied and the results are plotted. 展开更多
关键词 Rayleigh problem group method non_linearity conducting fluid non_Newtonian power law fluid
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Inverse Problem on Heat Conduction in Heterogeneous Medium
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作者 Albert Schwab 《American Journal of Computational Mathematics》 2014年第1期30-36,共7页
Under consideration is a nonclassical stationary problem on heat conduction in a body with the pre-set surface temperature and heat flow. The body contains inclusions at unknown locations and with unknown boundaries. ... Under consideration is a nonclassical stationary problem on heat conduction in a body with the pre-set surface temperature and heat flow. The body contains inclusions at unknown locations and with unknown boundaries. The body and inclusions have different constant thermal conductivities. The author explores the possibility of locating inclusions. The article presents an integral criterion based on which a few statements on identification of inclusions in a body are proved. 展开更多
关键词 Heat conduction INCLUSIONS DEFECT HETEROGENEOUS MEDIUM INVERSE problem
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基于反问题方法及等效导热系数理论模型的石油焦颗粒堆积床传热特性
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作者 黄金堤 易涛 +2 位作者 周欣波 谢飞 李静 《有色金属(中英文)》 北大核心 2025年第5期813-825,共13页
通过自主搭建的石油焦颗粒堆积床导热性能测试实验装置开展了热态实验,探究了石油焦颗粒堆积床在不同粒度与升温速率下料层内外温度的变化规律。基于计算传热学原理,构建了圆柱管径向传热正问题模型,利用Levenberg-Marquardt算法反推导... 通过自主搭建的石油焦颗粒堆积床导热性能测试实验装置开展了热态实验,探究了石油焦颗粒堆积床在不同粒度与升温速率下料层内外温度的变化规律。基于计算传热学原理,构建了圆柱管径向传热正问题模型,利用Levenberg-Marquardt算法反推导热系数,并与经典的等效导热系数模型(Bruggeman模型,Maxwell-Garnett模型,Kunii and Smith模型和Zehner-Bauer-Schlünder模型)进行了对比。结果表明,料层壁面与中心的温差随温度升高先增后减,随升温速率增大而增大,且随颗粒粒度减小而增加。基于导热反问题方法,获得了石油焦颗粒堆积床导热系数λ与温度T和等效粒径dp的数学关系式。引入等效粒度系数φ修正后的Kunii and Smith模型计算的导热系数及导热反问题求解的导热系数均与实验数据吻合度较高。研究成果可为罐式炉内石油焦堆积床传热行为的深入剖析提供重要的理论支撑。 展开更多
关键词 石油焦 颗粒堆积床 导热反问题 等效导热系数模型
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基于随机游走法的热特性参数重建研究
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作者 朱泽宇 李嘉璐 +3 位作者 张志祥 高包海 任亚涛 齐宏 《工程热物理学报》 北大核心 2025年第1期193-200,共8页
随着航空航天事业的不断发展,对航天器温度控制的重要性日益突显,特别是需要获取航天器在轨飞行时的外热流数据。本文在利用蒙特卡罗–随机游走法求解导热正问题的基础上,利用协方差矩阵自适应进化策略对二维矩形计算域进行热特性参数... 随着航空航天事业的不断发展,对航天器温度控制的重要性日益突显,特别是需要获取航天器在轨飞行时的外热流数据。本文在利用蒙特卡罗–随机游走法求解导热正问题的基础上,利用协方差矩阵自适应进化策略对二维矩形计算域进行热特性参数反演研究。通过给定计算域不同位置、不同数量的温度以及不同分布的内热源,并分别施加0、1%、3%的误差,研究了壁面温度和介质导热系数的反演情况,并对平均运行时间进行了统计。结果表明,对于计算域布置10个测点的情况,已知的测点温度越靠近边界且测点数量为3个时得到的反演结果较为理想,且内热源分布并不影响反演结果。 展开更多
关键词 导热反问题 蒙特卡罗方法 随机游走法 协方差矩阵自适应进化策略
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基于物理信息神经网络的多介质非线性瞬态热传导问题研究
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作者 陈豪龙 唐欣越 +2 位作者 王润华 周焕林 柳占立 《力学学报》 北大核心 2025年第1期89-102,共14页
文章基于物理信息神经网络(physics-informed neural network,PINN)求解多介质非线性瞬态热传导问题.根据多介质热物性参数的不同,将求解区域划分成多个子域,在每个子域中单独应用PINN,不同子域通过公共界面的通量连续性条件相联系.利... 文章基于物理信息神经网络(physics-informed neural network,PINN)求解多介质非线性瞬态热传导问题.根据多介质热物性参数的不同,将求解区域划分成多个子域,在每个子域中单独应用PINN,不同子域通过公共界面的通量连续性条件相联系.利用偏微分方程、初始条件、边界条件和子域间公共界面连续性条件的残差构建损失函数.通过自动微分算法计算偏微分方程中温度对各输入变量的偏导数.利用链式求导法计算损失函数对权重和偏差的梯度,再根据梯度下降法更新网络参数.为了加速网络收敛,在激活函数中引入训练参数,通过调节激活函数斜率,使网络具有自适应性.文章探讨了PINN在求解多介质非线性瞬态热传导问题中的适用性,并进一步讨论了不同激活函数、学习率、网络结构和损失函数中的各项权重等对PINN计算结果的影响.计算结果表明,PINN在求解多介质非线性瞬态热传导问题时仍具有较高的可靠性和较简洁的求解流程,且不需要对求解域进行人为的前处理,有一定工程应用可行性.文章通过系统的理论分析和数值验证,充分展示了PINN解决复杂热传导问题的可靠性. 展开更多
关键词 物理信息神经网络 非线性瞬态热传导问题 多介质 自适应激活函数
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一种基于Tikhonov正则化的材料导热系数辨识方法
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作者 余鹏 张春云 +1 位作者 孙成宝 崔苗 《大连理工大学学报》 北大核心 2025年第3期255-261,共7页
温度的测量误差对热传导反问题的求解结果有较大影响,因此,结合有限元分析软件Abaqus,将Tikhonov正则化引入辨识热物性参数的传统梯度法,建立了一种基于试件模型表面测点温度辨识材料导热系数的方法.该方法的核心思想是通过Tikhonov正... 温度的测量误差对热传导反问题的求解结果有较大影响,因此,结合有限元分析软件Abaqus,将Tikhonov正则化引入辨识热物性参数的传统梯度法,建立了一种基于试件模型表面测点温度辨识材料导热系数的方法.该方法的核心思想是通过Tikhonov正则化减小测点温度测量误差对导热系数最终辨识结果的影响.通过改变导热系数的初始猜测值,以及对测点温度施加随机测量误差,探究了其对辨识的随温度变化的导热系数的影响.最终辨识结果表明,所提方法对于识别温度相关的导热系数是准确和鲁棒的. 展开更多
关键词 导热系数辨识 热传导反问题 TIKHONOV正则化 L曲线准则
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