19 results on '"Gao, Xiao-Wei"'
Search Results
2. Element Differential Method for Computational Acoustics in Time Domain.
- Author
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Zhu, Yu-Mo and Gao, Xiao-Wei
- Subjects
COMPUTATIONAL acoustics ,DIRAC function ,VARIATIONAL principles ,WAVE equation ,COLLOCATION methods - Abstract
In this paper, a new robust numerical method, named element differential method (EDM), is developed to solve computational acoustic problems in time domain. The key aspect of the method is the direct differentiation of shape functions of the isoparametric elements used to characterize the geometry and physical variables, which can be utilized to evaluate the spatial partial derivatives of the physical variables appearing in the governing equations and boundary conditions. Moreover, a unique collocation technique is proposed to form the system of equations, in which the governing equation is collocated at internal nodes of elements and the acceleration equilibrium equation is collocated at interface nodes between elements and outer surface nodes. EDM is a strong-form numerical method that doesn't require a variational principle or a control volume to set up the computational scheme, and no integration is performed. Based on the Newmark difference technique, a time marching solution scheme is developed for solving the time-dependent system of equations. For the point sound source expressed in terms of the Dirac function, a sound source density function is proposed to approximate the point sound source to make it handleable in EDM. Three numerical examples are given to demonstrate the correctness and application potential of the developed method. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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- View/download PDF
3. A nonlinear time-domain element differential method for solving two-dimensional electro- and magneto- quasistatic problems.
- Author
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Gao, Lan-Fang, Gao, Xiao-Wei, Feng, Wei-Zhe, and Xu, Bing-Bing
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NONLINEAR equations , *DISCRETE geometry , *ELECTRIC transients , *THEORY of wave motion , *PROBLEM solving - Abstract
• A new and efficient nonlinear time domain numerical method for solving electro- and magneto- quasistatic problems. • The governing equations are directly solved in a strong form, but any complicated geometries can be modelled. • The presented method is simple in concept and has a concise derivation process and is easy programming. The transient quasi-static electromagnetic problems with nonlinear conductive effects are under consideration in this paper. The quasi-static electromagnetic problems include electro-quasistatic (EQS) and magneto-quasistatic (MQS) problems, which neglect the wave propagation effects, and are important in the electrical engineering. Numerical computation is an efficient manner for solving these problems, apart from all the existing numerical methods, a new efficient nonlinear time-domain element differential method (TD-EDM) is presented to solve these problems in this paper. In the method, the governing equations and boundary conditions are directly solved in a strong form. The isoparametric elements are used to discrete the geometries, and the first- and second- order derivatives of the shape functions with respect to global coordinates are analytically derived. And the time derivatives of the basic variable are discretized by implicit Euler scheme. In order to handle the nonlinear effects induced by the nonlinear conductivities in the final system of equations, the Newton-Raphson iterative scheme is constructed to solve the nonlinear system of equations at each time step. Finally, several numerical examples are employed to validate the correctness of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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4. A time domain element differential method for solving electromagnetic wave scattering and radiation problems.
- Author
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Gao, Lan-Fang, Gao, Xiao-Wei, Feng, Wei-Zhe, and Xu, Bing-Bing
- Subjects
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RADAR cross sections , *RADAR targets , *TIME integration scheme , *RADIATION , *ELECTROMAGNETIC wave scattering - Abstract
In this paper, a simple and efficient numerical method named time domain element differential method (TD-EDM) is proposed to solve electromagnetic wave scattering and radiation problems. In the method, the governing equations as well as boundary conditions are directly solved in a strong-form formulation. The computational domain is discretized using isoparametric elements, and the spatial derivatives of basic variables appearing in the governing equations are calculated by a set of analytical expressions of partial derivatives of the element shape functions with respect to global coordinates, and time derivatives of the basic variable are computed using the Newmark time integration scheme. The absorbing boundary condition (ABC) is applied on the truncation boundary to absorb the outgoing waves, which realizes the numerical modeling of an open infinite region. The incident wave is induced in the total-field region by setting equivalent electromagnetic currents on the total-field/scattering-field (TF/SF) boundary. The TD-EDM equations at the nodes located near the total-field boundary are modified to satisfy the conditions that the electric field values of all nodes involved belong to either the total-field or the scattered field. The near-to-far-field transformation technique is used to calculate the far scattered field, and then the target's Radar Cross Section (RCS) is evaluated. Several numerical results including the radiation from a line current source and the target's Radar Cross Section (RCS) are given to validate correctness of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
5. Weak‐form element differential method for solving mechanics and heat conduction problems with abruptly changed boundary conditions.
- Author
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Zheng, Yong‐Tong, Gao, Xiao‐Wei, Lv, Jun, and Peng, Hai‐Feng
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HEAT conduction ,FINITE element method ,SOLID mechanics - Abstract
Summary: Element differential method (EDM), as a newly proposed numerical method, has been applied to solve many engineering problems because it has higher computational efficiency and it is more stable than other strong‐form methods. However, due to the utilization of strong‐form equations for all nodes, EDM become not so accurate when solving problems with abruptly changed boundary conditions. To overcome this weakness, in this article, the weak‐form formulations are introduced to replace the original formulations of element internal nodes in EDM, which produce a new strong‐weak‐form method, named as weak‐form element differential method (WEDM). WEDM has advantages in both the computational accuracy and the numerical stability when dealing with the abruptly changed boundary conditions. Moreover, it can even achieve higher accuracy than finite element method (FEM) in some cases. In this article, the computational accuracy of EDM, FEM, and WEDM are compared and analyzed. Meanwhile, several examples are performed to verify the robustness and efficiency of the proposed WEDM. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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6. The coupled method of multi-domain BEM and element differential method for solving multi-scale problems.
- Author
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Zheng, Yong-Tong, Gao, Xiao-Wei, Peng, Hai-Feng, and Xu, Bing-Bing
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BOUNDARY element methods , *HEAT conduction , *FINITE element method , *ALGEBRAIC equations , *HEAT flux - Abstract
In this paper, the element differential method (EDM), a new numerical method proposed recently, is coupled with the multi-domain boundary element method (MDBEM), an improved Boundary Element Method (BEM), for solving general multi-scale heat conduction and elasticity problems. The basic algebraic equations in MDBEM are formulated in terms of displacements/temperatures and surface tractions/heat fluxes, which are the same as those in EDM. Therefore, when coupling these two methods, we don't need to transform the variables such as the equivalent nodal forces into the surface tractions as done in the Finite Element Method (FEM). The key task in the proposed coupled method is to use the displacement/temperature consistency conditions and the surface traction/heat flux equilibrium equations at interface nodes to eliminate all BEM nodes except for those on the interfaces, rather than to iterate. After elimination, the coefficient matrix we get is sparse although a small part is dense. The coupled method inherits the advantages of EDM in flexibility and computational efficiency, and the advantage of BEM in the robustness of treating multi-scale problems. Three numerical examples of general heat conduction and mechanical problems are given to demonstrate the correctness and efficiency of this coupled method. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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7. Free element collocation method: A new method combining advantages of finite element and mesh free methods.
- Author
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Gao, Xiao-Wei, Gao, Lan-Fang, Zhang, Yuan, Cui, Miao, and Lv, Jun
- Subjects
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COLLOCATION methods , *PARTIAL differential equations , *DNA insertion elements - Abstract
Highlights • A new and robust numerical method based on use of isoparametric elements is proposed for solving general thermal and mechanical problems. • Only one element is used for each collocation node and the element can be freely formed by itself and surround nodes. • The bandwidth of the formed final system coefficient matrix is extremely narrow. • A new 21-node quadratic element for 3D problems is constructed in this paper for the first time. Abstract In this paper, a new numerical method, named as the Free Element Collocation Method (FECM), is proposed for solving general engineering problems governed by the second order partial differential equations (PDEs). The method belongs to the group of the collocation method, but the spatial partial derivatives of physical quantities are computed based on the isoparametric elements as used in FEM. The key point of the method is that the isoparametric elements used can be freely formed by the nodes around the collocation node. To achieve a narrow bandwidth of the final system of equations, elements with a central node are recommended. For this purpose, a new 21-node quadratic element for 3D problems is constructed for the first time. Attributed to the use of isoparametric elements, FECM can result in more stable results than the traditional collocation method. In addition, the elements can be freely formed by local nodes, FECM has the advantage of mesh-free methods to fit complicated geometries of engineering problems. A number of numerical examples of 2D and 3D thermal and mechanical problems are given to demonstrate the correctness and efficiency of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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8. Cross-line elements for free element method in thermal and mechanical analyses of functionally gradient materials.
- Author
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Gao, Xiao-Wei, Liang, Yu, Xu, Bing-Bing, Yang, Kai, and Peng, Hai-Feng
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FUNCTIONALLY gradient materials , *THERMAL analysis , *BOUNDARY value problems , *FINITE element method , *PARTIAL differential equations - Abstract
In this paper, a new type of finite elements, called as Cross-Line Elements (CLEs), are constructed, which have fewest nodes to interpolate physical variables in both two-dimensional (2D) and three-dimensional (3D) problems. These CLEs are then used in a new mesh free method, the Free Element Method (FREM), for solving general 2D and 3D boundary value problems of partial differential equations. FREM is a strong-form element collocation method, combining the advantages of the finite element method and mesh free method in the aspects of setting up shape functions and generating computational meshes through node by node. The distinct feature of FREM is that only one independent element is needed for each collocation node and the element can be freely formed by the nodes surrounding the collocation node. A few numerical examples for 2D and 3D heat conduction and solid mechanics problems will be given to validate the correctness and demonstrate the potential of the constructed elements and proposed numerical method. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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9. Element differential method for solving general heat conduction problems.
- Author
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Gao, Xiao-Wei, Huang, Shi-Zhang, Cui, Miao, Ruan, Bo, Zhu, Qiang-Hua, Yang, Kai, Lv, Jun, and Peng, Hai-Feng
- Subjects
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HEAT conduction , *NUMERICAL analysis , *THERMAL conductivity , *GEOMETRY , *EQUILIBRIUM - Abstract
In this paper, a new numerical method, Element Differential Method (EDM), is proposed for solving general heat conduction problems with variable conductivity and heat source subjected to various boundary conditions. The key aspect of this method is based on the direct differentiation of shape functions of isoparametric elements used to characterize the geometry and physical variables. A set of analytical expressions for computing the first and second order partial derivatives of the shape functions with respect to global coordinates are derived, which can be directly applied to governing differential equations and boundary conditions. A new collocation method is proposed to form the system of equations, in which the governing differential equation is collocated at nodes inside elements, and the flux equilibrium equation is collocated at interface nodes between elements and outer surface nodes of the problem. EDM is a strong-form numerical method. It doesn’t require a variational principle or a control volume to set up the computational scheme, and no integration is involved. A number of numerical examples of two- and three-dimensional problems are given to demonstrate the correctness and efficiency of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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10. Jacobian weighted element differential method for solid mechanics.
- Author
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Liu, Hua-Yu, Gao, Xiao-Wei, Zhang, Gui-Yong, and Yang, Kai
- Subjects
COLLOCATION methods ,SOLID mechanics ,PROBLEM solving - Abstract
In this paper, a novel collocation method is proposed to solve the problems in solid mechanics. In the proposed method, the gradients across the element boundaries are evaluated by a weight-averaging algorithm to achieve higher order continuity. Then, the collocation method is employed to discretize the governing equations for all domain nodes, including the nodes at the interfaces of elements for which the earlier collocation methods have to use the traction-equilibrium equations. As a result of this difference, linear and serendipity elements can be used in the proposed method to reduce the total number of freedoms and easily used for very complex geometries. Moreover, the proposed method significantly improves the accuracy compared with the earlier collocation methods. The provided numerical test cases show that the method can also avoid the degeneration of accuracy when odd-order elements are employed, which further demonstrates the advantages of the proposed method. The proposed method are also leads to better convergency in nonlinear cases and iterative matrix solver. By analyzing the coefficient matrix, we found that the proposed method is better conditioned. The proposed method also yields promising advantages in transient problems for explicit time marching because of the advantage of the collocation methods. • A novel collocation method is proposed for solving problems in solid mechanics. • A weighing procedure is used to evaluate the gradient across the element boundaries. • The proposed method is much accurate and stable for two- and three-dimension problems. • The proposed method can prevent the loss of accuracy when odd-order elements are employed. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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11. Numerical modelling of braided ceramic fiber seals by using element differential method.
- Author
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Zheng, Yong-Tong, Gao, Xiao-Wei, and Liu, Yijun
- Subjects
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CERAMIC fibers , *BRAIDED structures , *SCRAMJET engines , *HEAT conduction , *PROBLEM solving - Abstract
• A multi-physical coupled model is proposed for the braided ceramic fiber seals. • The coupled fields contain the process of heat conduction, seepage and deformation. • Element differential method (EDM) is used to solve the multi-physical problems. • The material-dependent parameters in model are obtained by an inverse procedure. • Compared to FEM, EDM is more easy and efficient dealing with the coupled model. A new kind of dynamic seal with braided ceramic fibers has been designed to seal the movable panels in the scramjet engines, which are used for the propulsion of hypersonic vehicle. The braided ceramic fiber structure can provide buffer forces when the seals are subjected to the external dynamical preloads. However, it also makes the seals difficult to analyze. Up to now, the analysis of the seals still uses 1D models so that one cannot implement the coupled analysis of seals and their surrounding structures and flows. In this paper, a novel 2D and 3D mechanics-thermal-seepage coupled model is proposed to describe these seals, which provides a possibility for the aforementioned coupled analysis. Meanwhile, a strong-form numerical method, element differential method (EDM) is employed to discretize the governing equations of the coupled model due to its efficiency and robustness. Three examples are given. The first one is to invert the material-dependent parameters of three kinds of seal strips from the experimental data by Levenberg-Marquardt (LM) algorithm. Other two implement the analyses of 3D square and circular cross-section seals, respectively, which verify that EDM is more efficient than FEM in seal analysis when using the same mesh sizes. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
12. High precision simulation and analysis of non-Fourier heat transfer during laser processing.
- Author
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Xu, Bing-Bing, Gao, Xiao-Wei, and Cui, Miao
- Subjects
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HEAT transfer , *HEAT conduction , *LASER heating , *LASER pulses , *PROCESS heating - Abstract
• Different non-Fourier heat transfer models are studied and analyzed. • The non-Fourier heat conduction during laser processing is studied for 1-D, 2-D, and 3-D problems. • A new numerical method with high precision is proposed for dual-phase-lag model. With the rapid development of ultrashort-pulse laser heating and nanomaterials in science and engineering, the research on non-Fourier models to predict the anomalous heat conduction has attracted more and more attention. Among the existing non-Fourier models, the dual-phase-lag model can provide the best performance and it is more suitable for a short duration of heating. Considering the complexity of the equation, an efficient and accurate numerical method is proposed and applied to the analysis of the non-Fourier problems with complex geometry. The Cattaneo-Vernotte model and the dual-phase-lag model are selected and analyzed by the proposed method in the process of laser heating. Numerical simulations are made conducted for 1-D, 2-D, and 3-D problems in single-phase media exposed to laser pulses. The numerical results represent that the proposed method is accurate and stable to predict the thermal behavior of the plate irradiated by laser and other non-Fourier heat transfer problems. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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13. Numerical solution of phase change heat transfer problems by effective heat capacity model and element differential method.
- Author
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Cui, Miao, Zhang, Chunyun, Zhang, Bowen, Xu, Bingbing, Peng, Haifeng, and Gao, Xiao-wei
- Subjects
HEAT capacity ,HEAT transfer ,COLLOCATION methods - Abstract
The element differential method (EDM) is extended to solve the transient heat transfer problems with phase change. The governing equation of the phase change problem is established in the whole domain by using the effective heat capacity method. Based on the analytical expressions of spatial derivatives of the shape function with respect to the coordinate, discrete equations for internal nodes are generated by employing the governing equation. The interface nodes and the outer boundary nodes meet the flux equilibrium condition. Several numerical examples are given to validate the effectiveness and accuracy of the present method for solving phase change problems. • A new strong-form method (EDM) is extended to deal with phase change heat transfer problems. • EDM can be used to accurately solve phase change problems. • System of equations can be formed without numerical integrals. • A novel collocation method is employed to solve the governing equation of phase change problems. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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14. A novel method for simultaneous determination of thermophysical properties and boundary conditions of phase change problems based on element differential method.
- Author
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Zhang, Chunyun, Li, Yuxuan, Cui, Miao, Sun, Chengbao, and Gao, Xiao-wei
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THERMAL conductivity , *THERMOPHYSICAL properties , *PHASE transitions , *SPECIFIC heat , *HEAT capacity , *MEASUREMENT errors , *INVERSE problems - Abstract
• Element differential method and gradient-based algorithm are combined to solve inverse phase change problems for the first time. • Three-dimensional (3D) inverse phase change problems are for the first time. • Thermophysical properties and boundary conditions are simultaneously estimated in inverse phase change problems. • The novel multi-parameter identification method is accurate, efficient, robust, and stable. Thermophysical properties and boundary conditions for phase change thermal management systems are challenging to be accurately determined, due to the phase change heat transfer phenomenon and complex working conditions. In this work, the element differential method (EDM) and a gradient-based method are combined to simultaneously predict thermal conductivity, mass specific heat, and boundary heat flux in two-dimensional (2D) and three-dimensional (3D) inverse phase change problems, for the first time. The multi-parameter identification for the 3D physical model with phase change is more general than the previous attempts. Moreover, the effective heat capacity method is employed to deal with phase change problems, to improve efficiency. The sensitivity coefficient is accurately determined by the complex-variable-differentiation method (CVDM) in the multi-parameter prediction. Finally, the effect of measurement points, measurement errors, and initial guessed values on the multi-parameter identification are investigated. This study demonstrates that the present method has good accuracy, efficiency, stability, and robustness in dealing with transient nonlinear inverse problems during phase change process. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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15. Topology optimization of heat transfer and elastic problems based on element differential method.
- Author
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Zhang, Si-Qi, Xu, Bing-Bing, Gao, Zhong-Hao, Jiang, Geng-Hui, Zheng, Yong-Tong, Liu, Hua-Yu, Jiang, Wen-Wei, Yang, Kai, and Gao, Xiao-Wei
- Subjects
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HEAT transfer , *TOPOLOGY - Abstract
The element differential method (EDM) is a robust and efficient strong-form numerical method, which has attracted a lot of attention of the researchers about the numerical methods since proposed. EDM has higher stability than some other strong-form methods and is more efficient than conventional Galerkin FEM. In this paper, the EDM is combined with Solid Isotropic Material with Penalization (SIMP) method to solve 2–3D topological optimization problems under different conditions. The key of the paper is to derive the objective function of second-order EDM element, which is suitable for the SIMP-based topology optimization process. And the sensitivity is solved by Optimality Criteria (OC) method. In the article, topology optimization examples are considered in different mechanics or thermal loads. In the topology optimization of the elastic problem of 3D cantilever beam, the EDM-based SIMP method can reduce the structural compliance by 17∼27% compared with SIMP method based on FEM. And in the heat transfer problems of the 3D plate, the EDM-based SIMP method reduced the compliance by 3.4%. The results show that the present method has good accuracy, efficiency and robustness in topology optimization of 2D and 3D minimum compatibility problems. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
16. A new method for identifying temperature-dependent thermal conductivity in transient heat conduction problems based on element differential method.
- Author
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Jiang, Wen-Wei, Jiang, Geng-Hui, Tan, Chen-Hao, Yang, Kai, and Gao, Xiao-Wei
- Subjects
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HEAT conduction , *THERMAL conductivity , *COMPLEX variables , *MEASUREMENT errors , *ELECTRIC metal-cutting - Abstract
In order to accurately identify the temperature-dependent thermal conductivity of solids, a novel method which combines the element differential method (EDM) with the modified Levenberg-Marquardt algorithm (LMA) is firstly proposed to solve the inverse heat conduction problems, where complex variable derivative method (CVDM) is introduced to obtain the derivatives of the observed temperature with respect to the unknown variables. In this paper, the conventional EDM is transformed from the real domain to the complex domain, and then the transient heat conduction problems with complex-variable temperature-dependent thermal conductivity are solved to obtain the numerical temperature solutions of the measuring points using the EDM. The real part of numerical temperature and the corresponding measured temperature are used to build the objective function, and the imaginary part of numerical temperature is used to calculate the sensitivity coefficients of the LMA using the CVDM. Thus, the LMA is modified to stably obtain the sensitivity of the temperature to the unknown variables, and it is used to iteratively optimize the unknown temperature-dependent thermal conductivity by minimizing the objective function. Finally, three numerical examples with the different forms of temperature-dependent thermal conductivity are considered in this paper, and the effects of the different initial values and measurement errors on the inversion results are fully investigated. The results show that the proposed method shows good accuracy, efficiency and robustness in identifying the temperature-dependent thermal conductivity with specific function and that without function form in 2D and 3D models. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
17. Element differential method for solving transient heat conduction problems.
- Author
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Yang, Kai, Jiang, Geng-Hui, Li, Hao-Yang, Zhang, Zhi-bo, and Gao, Xiao-Wei
- Subjects
- *
HEAT conduction , *VARIATIONAL principles , *DIFFERENTIAL equations , *COLLOCATION methods , *INTEGRALS - Abstract
Highlights • The key point of this method is based on the direct differentiation of shape functions of isoparametric elements used to evaluate the geometry and physical variables. • No variational principle or a control volume are required to set up the system of equations and no integrals are included to form the coefficients of the system. • Based on the implicit backward differentiation scheme, an unconditionally stable and non-oscillatory time marching solution scheme is developed for solving the time-dependent system equations. Abstract In this paper, a new numerical method, Element Differential Method (EDM), is developed for solving transient heat conduction problems with variable conductivity. The key point of this method is based on the direct differentiation of shape functions of isoparametric elements used to evaluate the geometry and physical variables. A new collocation method is proposed for establishing the system of equations, in which the governing differential equation is collocated at nodes inside elements, and the flux equilibrium equation is collocated at interface nodes between elements and outer surface nodes of the problem. Attributed to the use of the Lagrange elements that can guarantee the variation of physical variables consistent through all elemental nodes, EDM has higher stability than the traditional collocation method. The other main characteristics of EDM are that no variational principle or a control volume are required to set up the system of equations and no integrals are included to form the coefficients of the system. Based on the implicit backward differentiation scheme, an unconditionally stable and non-oscillatory time marching solution scheme is developed for solving the time-dependent system equations. Numerical examples are presented to demonstrate the accuracy and efficiency of the proposed method. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
18. Numerical solution of multi-dimensional transient nonlinear heat conduction problems with heat sources by an extended element differential method.
- Author
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Cui, Miao, Xu, Bing-Bing, Lv, Jun, Gao, Xiao-Wei, and Zhang, Yuwen
- Subjects
- *
HEAT conduction , *UNSTEADY flow , *NONLINEAR systems , *THERMOPHYSICAL properties , *FINITE difference method - Abstract
In this paper, the element differential method is extended to solve a transient nonlinear heat conduction problem with a heat source and temperature-dependent thermophysical properties for the first time. The transient term is discretized by employing a finite difference scheme. An iterative methodology is developed to deal with the nonlinearity caused by temperature-dependent thermophysical properties. Examples of two-dimensional (2D) and three-dimensional (3D) problems are given to validate the present method for solving multi-dimensional transient nonlinear heat conduction problems. The results show that the present EDM provides a promising way that is effective and with high accuracy for solving multi-dimensional transient nonlinear heat conduction problems. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
19. A new method to identify non-steady thermal load based on element differential method.
- Author
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Zhou, Zhi-Yuan, Ruan, Bo, Jiang, Geng-Hui, Xu, Bing-Bing, Liu, Hua-Yu, Zheng, Yong-Tong, Jiang, Wen-Wei, Xu, Fang-Cheng, Yang, Kai, and Gao, Xiao-Wei
- Subjects
- *
HEAT conduction , *COMPLEX variables , *HEAT flux , *ELECTRIC dipole moments - Abstract
• Element differential method combined with modified levenberg-marquardt algorithm is proposed for identify non-steady thermal load. • Sensitivity coefficients are accurately solved using complex variable derivative method in iteration process. • The proposed method shows good robustness under different initial guess heat fluxes and random errors. 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. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
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