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Application of shifted lattice model to 3D compressible lattice Boltzmann method
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作者 黄好雨 金科 +1 位作者 李凯 郑晓静 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第9期312-320,共9页
An additional potential energy distribution function is introduced on the basis of previous D3Q25 model,and the equilibrium distribution function of D3Q25 is obtained by spherical function.A novel three-dimensional(3D... An additional potential energy distribution function is introduced on the basis of previous D3Q25 model,and the equilibrium distribution function of D3Q25 is obtained by spherical function.A novel three-dimensional(3D)shifted lattice model is proposed,therefore a shifted lattice model is introduced into D3Q25.Under the finite volume scheme,several typical compressible calculation examples are used to verify whether the numerical stability of the D3Q25 model can be improved by adding the shifted lattice model.The simulation results show that the numerical stability is indeed improved after adding the shifted lattice model. 展开更多
关键词 lattice boltzmann method shifted lattice model compressible flow finite volume method
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A LATTICE BOLTZMANN MODEL FOR COMPRESSIBLE PERFECT GAS 被引量:4
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作者 胡守信 阎广武 施卫平 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 1997年第3期218-226,共9页
A new lattice Boltzmann model for compressible perfect gas is proposed. The numerical example shows that it can be used to simulate shock wave and contact discontinuity. The results are comparable with those obtained ... A new lattice Boltzmann model for compressible perfect gas is proposed. The numerical example shows that it can be used to simulate shock wave and contact discontinuity. The results are comparable with those obtained by traditional methods. The ratio of specific heats gamma may be chosen according to the requirement of problems. 展开更多
关键词 lattice boltzmann method compressible perfect gas general case of the ratio of specific heats two-speed three-energy-level model
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Three-Dimensional Lattice Boltzmann Model for High-Speed Compressible Flows 被引量:1
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作者 陈锋 许爱国 +1 位作者 张广财 李英骏 《Communications in Theoretical Physics》 SCIE CAS CSCD 2010年第12期1121-1128,共8页
A highly efficient three-dimensional (3D) Lattice Boltzmann (LB) model for high-speed compressible Sowsis proposed.This model is developed from the original one by Kataoka and Tsutahara [Phys.Rev.E 69 (2004) 056702].T... A highly efficient three-dimensional (3D) Lattice Boltzmann (LB) model for high-speed compressible Sowsis proposed.This model is developed from the original one by Kataoka and Tsutahara [Phys.Rev.E 69 (2004) 056702].The convection term is discretized by the Non-oscillatory, containing No free parameters and Dissipative (NND) scheme,which effectively damps oscillations at discontinuities.To be more consistent with the kinetic theory of viscosity and tofurther improve the numerical stability, an additional dissipation term is introduced.Model parameters are chosen insuch a way that the von Neumann stability criterion is satisfied.The new model is validated by well-known benchmarks,(i) Riemann problems, including the problem with Lax shock tube and a newly designed shock tube problem with highMach number; (ii) reaction of shock wave on droplet or bubble.Good agreements are obtained between LB results andexact ones or previously reported solutions.The model is capable of simulating flows from subsonic to supersonic andcapturing jumps resulted from shock waves. 展开更多
关键词 boltzmann模型 可压缩流动 三维 RIEMANN问题 数值稳定性 晶格 动力学理论 超音速流动
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Comparision of DdQm models in image optical flow analysis based on LBM
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作者 丁广太 徐加银 李超 《Journal of Shanghai University(English Edition)》 CAS 2011年第5期363-368,共6页
The optical flow analysis of the image sequence based on the formal lattice Boltzmann equation, with different DdQm models, is discussed in this paper. The Mgorithm is based on the lattice Boltzmann method (LBM), wh... The optical flow analysis of the image sequence based on the formal lattice Boltzmann equation, with different DdQm models, is discussed in this paper. The Mgorithm is based on the lattice Boltzmann method (LBM), which is used in computational fluid dynamics theory for the simulation of fluid dynamics. At first, a generalized approximation to the formal lattice Boltzmann equation is discussed. Then the effects of different DdQm models on the results of the optical flow estimation are compared with each other, while calculating the movement vectors of pixels in the image sequence. The experimental results show that the higher dimension DdQm models, e.g., D3Q15 are more effective than those lower dimension ones. 展开更多
关键词 optical flow constraint image sequence the formal lattice boltzmann equation DdQm model Lucas and Kanade's method Horn and Schunck's method.
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Lattice Boltzmann modeling and simulation of compressible flows 被引量:27
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作者 Ai-Guo Xu Guang-Cai Zhang +2 位作者 Yan-Biao Gan Feng Chen Xi-Jun Yu 《Frontiers in Biology》 CAS CSCD 2012年第5期582-600,共19页
In this mini-review we summarize the progress of Lattice Boltzmann (LB) modeling and simulating compressible flows in our group in recent years. Main contents include (i) Single-Relaxation-Time (SRT) LB model su... In this mini-review we summarize the progress of Lattice Boltzmann (LB) modeling and simulating compressible flows in our group in recent years. Main contents include (i) Single-Relaxation-Time (SRT) LB model supplemented by additional viscosity, (ii) Multiple-Relaxation-Time (MRT) LB model, and (iii) LB study on hydrodynamic instabilities. The former two belong to improvements of physical modeling and the third belongs to simulation or application. The SRT-LB model sup- plemented by additional viscosity keeps the original framework of Lattice Bhatnagar-Gross Krook (LBGK). So, it is easier and more convenient for previous SRT-LB users. The MRT-LB is a com- pletely new framework for physical modeling. It significantly extends the range of LB applications. The cost is longer computational time. The developed SRT-LB and MRT-LB are complementary from the sides of convenience and applicability. 展开更多
关键词 lattice boltzmann modeling compressible flows shock waves hydrodynamic instability
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Modelling of Magnetorheological Fluids with Combined Lattice Boltzmann and Discrete Element Approach
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作者 K.Han Y.T.Feng D.R.J.Owen 《Communications in Computational Physics》 SCIE 2010年第5期1095-1117,共23页
A combined lattice Boltzmann and discrete element approach is proposedfor numerical modelling of magnetorheological fluids. In its formulation, the particledynamics is simulated by the discrete element method, while t... A combined lattice Boltzmann and discrete element approach is proposedfor numerical modelling of magnetorheological fluids. In its formulation, the particledynamics is simulated by the discrete element method, while the fluid field is resolvedwith the lattice Boltzmann method. The coupling between the fluid and the particlesare realized through the hydrodynamic interactions. Procedures for computing magnetic, contact and hydrodynamic forces are discussed in detail. The applicability ofthe proposed solution procedure is illustrated via a two-stage simulation of a MR fluidproblem with four different particle volume fractions. At the first stage, simulationsare performed for the particle chain formation upon application of an external magnetic field;and at the second stage, the rheological properties of the MR fluid underdifferent shear loading conditions are investigated with the particle chains establishedat the first stage as the initial configuration. 展开更多
关键词 Magnetorheological fluids particle dynamics rheological properties magnetic interaction models lattice boltzmann method discrete element method
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Physical modeling of multiphase flow via lattice Boltzmann method: Numerical effects, equation of state and boundary conditions 被引量:5
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作者 Yan-Biao Gan Ai-Guo Xu +1 位作者 Guang-Cai Zhang Ying-Jun Li 《Frontiers of physics》 SCIE CSCD 2012年第4期481-490,共10页
The aims of the present paper are threefold. First, we further study the fast Fourier transform thermal lattice Boltzmann (FFT-TLB) model for van der Waals (VDW) fluids proposed in Phys. Rev. E, 2011, 84(4): 04... The aims of the present paper are threefold. First, we further study the fast Fourier transform thermal lattice Boltzmann (FFT-TLB) model for van der Waals (VDW) fluids proposed in Phys. Rev. E, 2011, 84(4): 046715. We analyze the merits of the FFT approach over the traditional finite difference scheme and investigate the effects of smoothing factors on accuracy and stability in detail. Second, we incorporate the VDW equation of state with flexible parameters into the FFT- TLB model. As a result, the revised model may be used to handle multiphase flows with various critical densities and temperatures. Third, we design appropriate boundary conditions for systems with solid walls. These improvements, from the views of numerics and physics, significantly extend the application scope of the model in science and engineering. 展开更多
关键词 van der Waals fluids lattice boltzmann method FFT equation of state
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Lattice Solid/Boltzmann Microscopic Model to Simulate Solid/Fluid Systems——A Tool to Study Creation of Fluid Flow Networks for Viable Deep Geothermal Energy 被引量:5
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作者 Peter Mora Yucang Wang Fernando Alonso-Marroquin 《Journal of Earth Science》 SCIE CAS CSCD 2015年第1期11-19,共9页
SUMMARY: Realizing the potential of geothermal energy as a cheap, green, sustainable resource to provide for the planet's future energy demands that a key geophysical problem be solved first: how to develop and mai... SUMMARY: Realizing the potential of geothermal energy as a cheap, green, sustainable resource to provide for the planet's future energy demands that a key geophysical problem be solved first: how to develop and maintain a network of multiple fluid flow pathways for the time required to deplete the heat within a given region. We present the key components for micro-scale particle-based numerical modeling of hydraulic fracture, and fluid and heat flow in geothermal reservoirs. They are based on the latest developments of ESyS-Particle--the coupling of the lattice sofid model (LSM) to simulate the nonlinear dynamics of complex solids with the lattice Boltzmann method (LBM) applied to the nonlinear dynamics of coupled fluid and heat flow in the complex solid-fluid system. The coupled LSM/LBM can be used to simulate development of fracture systems in discontinuous media, elastic stress release, fluid injection and the consequent slip at joint surfaces, and hydraulic fractur- ing; heat exchange between hot rocks and water within flow pathways created through hydraulic fracturing; and fluid flow through complex, narrow, compact and gouge- or powder-f'flled fracture and joint systems. We demonstrate the coupled LSM/LBM to simulate the fundamental processes listed above, which are all components for the generation and sustainability of the hot-fractured rock geothermal energy fracture systems required to exploit this new green-energy resource. 展开更多
关键词 lattice boltzmann particle-fluid interaction geothermal energy coupled lattice solid/lattice Boitzmann model discrete element method lattice solid model.
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Cole-Hopf Transformation Based Lattice Boltzmann Model for One-dimensional Burgers' Equation
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作者 亓晓同 施保昌 柴振华 《Communications in Theoretical Physics》 SCIE CAS CSCD 2018年第3期329-335,共7页
In this paper,we present a Cole-Hopf transformation based lattice Boltzmann(LB) model for solving one-dimensional Burgers' equation,and compared to available LB models,the effect of nonlinear convection term can b... In this paper,we present a Cole-Hopf transformation based lattice Boltzmann(LB) model for solving one-dimensional Burgers' equation,and compared to available LB models,the effect of nonlinear convection term can be eliminated.Through Chapman-Enskog analysis,it can be found that the converted diffusion equation based on the Cole-Hopf transformation can be recovered correctly from present LB model.Some numerical tests are also performed to validate the present LB model,and the numerical results show that,similar to previous LB models,the present model also has a second-order convergence rate in space,but it is more accurate than the previous ones. 展开更多
关键词 boltzmann 汉堡包 方程 格子 模型 数字测试 模特儿 非线性
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A higher order lattice BGK model for simulating some nonlinear partial differential equations 被引量:3
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作者 LAI HuiLin MA ChangFeng 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2009年第7期1053-1061,共9页
In this paper, we consider a one-dimensional nonlinear partial differential equation that has the form ut + αuux + βunux - γuxx + δuxxx = F(u). A higher order lattice Bhatnager-Gross-Krook (BGK) model with an amen... In this paper, we consider a one-dimensional nonlinear partial differential equation that has the form ut + αuux + βunux - γuxx + δuxxx = F(u). A higher order lattice Bhatnager-Gross-Krook (BGK) model with an amending-function is proposed. With the Chapman-Enskog expansion, different kinds of nonlinear partial differential equations are recovered correctly from the continuous Boltzmann equation. The numerical results show that this method is very effective. 展开更多
关键词 nonlinear partial differential equation lattice boltzmann model MULTI-SCALE technique TAYLOR series EXPANSION Chapman-Enskog EXPANSION
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A LATTICE BOLTZMANN MODELING FOR THE WESTERN BOUNDARY CURRENT IN A LINEAR WIND-DRIVEN QUASI-GEOSTROPHIC MODEL 被引量:1
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作者 ZHONGLin-hao LUODe-hai FENGShi-de 《Journal of Hydrodynamics》 SCIE EI CSCD 2004年第5期596-602,共7页
The linear barotropic vorticity equation describing wind-driven oceancirculation is considered as a convection-diffusion equation that can be numerically solved bylattice Boltzmann method. Numerical experiments are ca... The linear barotropic vorticity equation describing wind-driven oceancirculation is considered as a convection-diffusion equation that can be numerically solved bylattice Boltzmann method. Numerical experiments are carried out to examine the validity of the modelfor the wind-driven circulation. When horizontal viscosity is constant and spatially uniform, allnumerical solutions for different parameters approach analytical solutions well. The spatiallyvarying horizontal viscosity is also included in this model. It is shown that the variant horizontalviscosity increases the meridional transport significantly in west boundary current. By theinvestigation of numerical results, it was concluded that this model is competent for simulatingwestern boundary current. 展开更多
关键词 lattice boltzmann model linear barotropic vorticity equation west boundarycurrent horizontal viscosity relaxation time
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Direct numerical simulation of particle-fluid systems by combining time-driven hard-sphere model and lattice Boltzmann method 被引量:12
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作者 Limin Wang Guofeng Zhou +2 位作者 Xiaowei Wang Qingang xiong Wei Ge 《Particuology》 SCIE EI CAS CSCD 2010年第4期379-382,共4页
A coupled numerical method for the direct numerical simulation of particle-fluid systems is formulated and implemented, resolving an order of magnitude smaller than particle size. The particle motion is described by t... A coupled numerical method for the direct numerical simulation of particle-fluid systems is formulated and implemented, resolving an order of magnitude smaller than particle size. The particle motion is described by the time-driven hard-sphere model, while the hydrodynamic equations governing fluid flow are solved by the lattice Boltzmann method (LBM), Particle-fluid coupling is realized by an immersed boundary method (IBM), which considers the effect of boundary on surrounding fluid as a restoring force added to the governing equations of the fluid. The proposed scheme is validated in the classical flow-around-cylinder simulations, and preliminary application of this scheme to fluidization is reported, demonstrating it to be a promising computational strategy for better understanding complex behavior in particle-fluid systems. 展开更多
关键词 Direct numerical simulation Immersed boundary method lattice boltzmann methodParticle-fluid systems Time-driven hard-sphere model
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The Quantum Lattice Boltzmann Equation:Recent Developments
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作者 Silvia Palpacelli Sauro Succi 《Communications in Computational Physics》 SCIE 2008年第10期980-1007,共28页
The derivation of the quantum lattice Boltzmann model is reviewed with special emphasis on recent developments of the model,namely,the extension to a multi-dimensional formulation and the application to the computatio... The derivation of the quantum lattice Boltzmann model is reviewed with special emphasis on recent developments of the model,namely,the extension to a multi-dimensional formulation and the application to the computation of the ground state of the Gross-Pitaevskii equation(GPE).Numerical results for the linear and nonlinear Schr odinger equation and for the ground state solution of the GPE are also presented and validated against analytical results or other classical schemes such as Crank-Nicholson. 展开更多
关键词 Quantum lattice boltzmann multi-dimensions imaginary-time model linear and non-linear Schrodinger equation adiabatic limit
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Simulations of Bingham plastic flows with the multiple-relaxation-time lattice Boltzmann model 被引量:4
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作者 CHEN SongGui SUN QiCheng +1 位作者 JIN Feng LIU JianGuo 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第3期532-540,共9页
Fresh cement mortar is a type of workable paste,which can be well approximated as a Bingham plastic and whose flow behavior is of major concern in engineering.In this paper,Papanastasiou’s model for Bingham fluids is... Fresh cement mortar is a type of workable paste,which can be well approximated as a Bingham plastic and whose flow behavior is of major concern in engineering.In this paper,Papanastasiou’s model for Bingham fluids is solved by using the multiplerelaxation-time lattice Boltzmann model(MRT-LB).Analysis of the stress growth exponent m in Bingham fluid flow simulations shows that Papanastasiou’s model provides a good approximation of realistic Bingham plastics for values of m>108.For lower values of m,Papanastasiou’s model is valid for fluids between Bingham and Newtonian fluids.The MRT-LB model is validated by two benchmark problems:2D steady Poiseuille flows and lid-driven cavity flows.Comparing the numerical results of the velocity distributions with corresponding analytical solutions shows that the MRT-LB model is appropriate for studying Bingham fluids while also providing better numerical stability.We further apply the MRT-LB model to simulate flow through a sudden expansion channel and the flow surrounding a round particle.Besides the rich flow structures obtained in this work,the dynamics fluid force on the round particle is calculated.Results show that both the Reynolds number Re and the Bingham number Bn afect the drag coefcients CD,and a drag coefcient with Re and Bn being taken into account is proposed.The relationship of Bn and the ratio of unyielded zone thickness to particle diameter is also analyzed.Finally,the Bingham fluid flowing around a set of randomly dispersed particles is simulated to obtain the apparent viscosity and velocity fields.These results help simulation of fresh concrete flowing in porous media. 展开更多
关键词 格子boltzmann模型 流体流动模拟 松弛时间 流动行为 塑性 宾汉流体 LB模型 圆形颗粒
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基于格子Boltzmann模型的裂缝性储层钻井液漏失数值模拟
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作者 谭启贵 康毅力 +2 位作者 宋付权 彭浩平 游利军 《常州大学学报(自然科学版)》 CAS 2024年第4期37-45,共9页
针对裂缝性碳酸盐岩储层钻井过程中钻井液漏失问题,基于简化的基块-裂缝双重介质物理模型,建立了描述表征单元体(REV)尺度的基块-裂缝内钻井液漏失的格子Boltzmann数学模型,数值模拟分析了钻井液漏失过程基块-裂缝内渗流场分布,揭示了... 针对裂缝性碳酸盐岩储层钻井过程中钻井液漏失问题,基于简化的基块-裂缝双重介质物理模型,建立了描述表征单元体(REV)尺度的基块-裂缝内钻井液漏失的格子Boltzmann数学模型,数值模拟分析了钻井液漏失过程基块-裂缝内渗流场分布,揭示了不同条件下基块-裂缝内钻井液漏失行为。模拟结果表明,裂缝性致密碳酸盐岩储层中的裂缝为主要漏失空间,基块的钻井液漏失量在低值范围内随基块孔隙度增加呈指数增加。裂缝宽度越大,平均流速越大,裂缝空间内速度分布越均匀,组合裂缝总宽度相等条件下,单条裂缝的钻井液漏失速率高于多条裂缝组合情形。研究通过格子Boltzmann方法表征钻井液漏失行为,表明该方法可较好地用于分析裂缝性介质中钻井液漏失行为和裂缝至基块的跨尺度滤失过程,研究成果可为裂缝性致密储层钻井液漏失防控及储层保护提供理论依据。 展开更多
关键词 格子boltzmann模型 裂缝性碳酸盐岩 钻井液漏失 数值模拟 表征单元体尺度 漏失速率
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KdV方程的格子Boltzmann模型求解
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作者 陈梦涵 王希胤 李金 《华北理工大学学报(自然科学版)》 CAS 2024年第1期103-110,共8页
浅水波模型被广泛地用于模拟水波传播的动力学行为。很多问题,如强非线性问题、非平衡问题、实际应用中发生的问题等,使得传统的理论研究手段通常无能为力。文章首先给出了格子Boltzmann方法(LBM)的基本理论,然后利用经典的一维五速度(D... 浅水波模型被广泛地用于模拟水波传播的动力学行为。很多问题,如强非线性问题、非平衡问题、实际应用中发生的问题等,使得传统的理论研究手段通常无能为力。文章首先给出了格子Boltzmann方法(LBM)的基本理论,然后利用经典的一维五速度(D1Q5)的离散速度模型,给出Korteweg-de Vries(KdV)方程中含有修正项的格子Boltzmann(LB)模型推导公式,最后进行数值模拟,将KdV方程的精确解和模拟解进行比较,然后验证修正模型的精确性。实验结果表明,用格子Boltzmann方法对KdV方程进行求解,其模拟解和精确解吻合度较高。 展开更多
关键词 KDV方程 D1Q5模型 格子boltzmann方法
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基于Lattice Boltzmann模型的液-液混合流模拟 被引量:19
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作者 朱红斌 刘学慧 +1 位作者 柳有权 吴恩华 《计算机学报》 EI CSCD 北大核心 2006年第12期2071-2079,共9页
引入了一种二元Lattice Boltzmann Model(LBM),实现了两种液体组成的混合流的模拟.不同于其它的类似模型,它区分考虑了流体的粘性和扩散特性,可以很容易地模拟各种互溶或者不互溶的混合流现象.此外,由于LBM的运算大都是线性的局部运算,... 引入了一种二元Lattice Boltzmann Model(LBM),实现了两种液体组成的混合流的模拟.不同于其它的类似模型,它区分考虑了流体的粘性和扩散特性,可以很容易地模拟各种互溶或者不互溶的混合流现象.此外,由于LBM的运算大都是线性的局部运算,这使得它很容易在可编程图形处理器(Graphics Process Unit,GPU)上进行加速,从而进行实时模拟.给出了若干二元混合流的模拟结果. 展开更多
关键词 混合流 lattice boltzmann模型 GPU 粘性 扩散
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Lattice Boltzmann方法及其应用 被引量:6
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作者 张晓军 刘祖源 万明芳 《武汉理工大学学报》 CAS CSCD 2002年第3期46-49,共4页
L attice Boltzm ann方法是目前国内外计算流体动力学 ( CFD)领域研究的热点之一 ,介绍了 L B方法的数学建模、边界处理、算法 ,系统地分析了其特点 ,并指出了该方法存在的不足 ,提出了相应的改进措施 ,也具体计算了一些实际问题 。
关键词 LGA方法 LB方法 LBGK模型 NAVIER-STOKES方程 平衡分布函数 计算流体动力学 CFD latticeboltzmann方法
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Lattice Boltzmann Flux Solver:An Efficient Approach for Numerical Simulation of Fluid Flows 被引量:7
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作者 Shu Chang Wang Y +1 位作者 Yang L M Wu J 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2014年第1期1-15,共15页
A lattice Boltzmann flux solver(LBFS)is presented for simulation of fluid flows.Like the conventional computational fluid dynamics(CFD)solvers,the new solver also applies the finite volume method to discretize the gov... A lattice Boltzmann flux solver(LBFS)is presented for simulation of fluid flows.Like the conventional computational fluid dynamics(CFD)solvers,the new solver also applies the finite volume method to discretize the governing differential equations,but the numerical flux at the cell interface is not evaluated by the smooth function approximation or Riemann solvers.Instead,it is evaluated from local solution of lattice Boltzmann equation(LBE)at cell interface.Two versions of LBFS are presented in this paper.One is to locally apply one-dimensional compressible lattice Boltzmann(LB)model along the normal direction to the cell interface for simulation of compressible inviscid flows with shock waves.The other is to locally apply multi-dimensional LB model at cell interface for simulation of incompressible viscous and inviscid flows.The present solver removes the drawbacks of conventional lattice Boltzmann method(LBM)such as limitation to uniform mesh,tie-up of mesh spacing and time interval,limitation to viscous flows.Numerical examples show that the present solver can be well applied to simulate fluid flows with non-uniform mesh and curved boundary. 展开更多
关键词 finite volume method flux solver compressible flow incompressible flow Navier-Stokes equation lattice boltzmann equation
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Simulation of Droplet Impact onto Horizontal and Inclined Solid Surfaces with Lattice-Boltzmann Method 被引量:2
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作者 Sheng-Lin Quan Wei-Zhong Li +1 位作者 Sheng-Qiang Shen Ya-Li Guo 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第6期97-105,共9页
In this paper,the lattice-Boltzmann method is used to investigate the droplet dynamics after impact on horizontal and inclined solid surface. The two-phase interparticle potential model is employed. The model is found... In this paper,the lattice-Boltzmann method is used to investigate the droplet dynamics after impact on horizontal and inclined solid surface. The two-phase interparticle potential model is employed. The model is found to possess a linear relation between the macroscopic properties( surface tension σ and contact angle α)and microscopic parameters( G,G t). The flow state of the droplet on the surface is analyzed in detail,and the effects of surface characteristic,impact velocity,impact angle,the viscosity and surface tension of the liquid are investigated,respectively. It is shown that the lattice-Boltzmann method can not only track exactly and automatically the interface,but also the simulation results have a good qualitative agreement with ones of the previous experimental and numerical studies. 展开更多
关键词 lattice-boltzmann method interparticle potential model droplet impact two-phase fluid numerical simulation
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