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一种区域统计信息的格子波尔兹曼图像分割模型 被引量:3
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作者 温军玲 严壮志 蒋皆恢 《应用科学学报》 CAS CSCD 北大核心 2016年第1期49-57,共9页
格子波尔兹曼(lattice Boltzmann,LB)分割模型具有算法简单、运算快捷的优点,但对于低对比度和受到噪声污染的图像,经常产生欠分割或者过分割现象.为此,引入图像局部区域统计信息,构建了一种新的格子波尔兹曼图像分割模型.为验证该模型... 格子波尔兹曼(lattice Boltzmann,LB)分割模型具有算法简单、运算快捷的优点,但对于低对比度和受到噪声污染的图像,经常产生欠分割或者过分割现象.为此,引入图像局部区域统计信息,构建了一种新的格子波尔兹曼图像分割模型.为验证该模型及算法的分割性能,在相似性系数和豪斯多夫距离等评价技术指标下,利用真实脑磁共振图像作为实验数据进行分割,并与现有LB分割模型以及水平集分割模型进行对比.实验结果表明,该模型在分割精度方面比现有LB模型提高10倍,在计算速度方面比传统水平集分割模型提高3倍. 展开更多
关键词 图像分割 脑磁共振图像 格子波尔兹曼模型 水平集方法
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Investigation of mass transfer model of CO_(2) absorption with Rayleigh convection using multi-relaxation time lattice Boltzmann method
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作者 Longyun Zheng Kai Guo +3 位作者 Hongwei Cai Bo Zhang Hui Liu Chunjiang Liu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2022年第10期130-142,共13页
CO_(2) absorption into absorbents is a widely used method to reduce carbon emissions,in which the concentration gradient near the gas-liquid interface may induce Rayleigh convection(RC).Once RC occurs,the mass transfe... CO_(2) absorption into absorbents is a widely used method to reduce carbon emissions,in which the concentration gradient near the gas-liquid interface may induce Rayleigh convection(RC).Once RC occurs,the mass transfer rate will be significantly enhanced.Therefore,it is necessary to explore the mass transfer enhancement mechanism further and develop a penetration/surface divergence hybrid mass transfer model.In this study,we conduct research on the process of CO_(2) absorption into ethanol with RC.Firstly,we use a multi-relaxation time lattice Boltzmann method to simulate the absorption process and obtain the flow and concentration fields.And we also verify the reliability of the numerical simulation results by comparing with the experimental results.Then,we analyze the characteristics of non-uniform flow and concentration fields in RC.Moreover,we divide the near-interface region into diffusion-dominated and convection-dominated mass transfer zones by checking whether the horizontal average velocity is greater than 1.0×10^(-4) m·s^(-1).Furthermore,based on the differences in mass transfer mechanisms of the aforementioned two zones,we propose a penetration/surface divergence hybrid model to predict the instantaneous mass transfer coefficient.The prediction results demonstrate that the hybrid model can precisely predict the instantaneous mass transfer coefficient of the entire CO_(2) absorption process.Our proposed hybrid model provides a promising way to deal with the complex mass transfer problems with non-uniform flow and concentration fields. 展开更多
关键词 Carbon dioxide ABSORPTION Rayleigh convection Numerical simulation multiple-relaxation-time orgeneralized lattice boltzmannmodel(MRT-LBM) Mass transfer
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Applications of Three-Dimensional LBM-LES Combined Model for Pump Intakes 被引量:1
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作者 Miao Guo Xuelin Tang +2 位作者 Yanwen Su Xiaoqin Li Fujun Wang 《Communications in Computational Physics》 SCIE 2018年第6期104-122,共19页
Lattice Boltzmannmodel(LBM)in conjunction with an accurate Large Eddy Simulation(LES)technology was proposed to simulate various vortical structures and their evolutions in open pump intakes.The strain rate tensor in ... Lattice Boltzmannmodel(LBM)in conjunction with an accurate Large Eddy Simulation(LES)technology was proposed to simulate various vortical structures and their evolutions in open pump intakes.The strain rate tensor in the LES model is locally calculated by means of non-equilibrium moments based on Chapman-Enskog expansion,and bounce-back scheme was used for non-slip condition on solid walls and reflection scheme for free surface.The presentedmodel was applied to investigate free-surface and wall-attached vortices for different water levels and flow rate.The vortex position,shapes and vorticities were predicted successfully under three flowing cases(i.e.critical water level(CWL),lower water level,lower flow rate),and the numerical velocity and streamline distribution were analyzed systematically.For CWL based on Froude number considering open channel flows,the shape and the location of various dynamic vortices were captured.Compare to the experimental results of CWL,more vortices were predicted for lower water level,and less vortices were observed for lower flow rate.The predicted velocities and vortex locations are in good agreement with the experimental of a small physical model.The comparisons demonstrated the feasibility and stability of above-mentioned model and numerical method in predicting vortex flows inside open pump intakes. 展开更多
关键词 Lattice boltzmannmodel Large Eddy Simulation free-surface vortices wall-attached vortices open pump intakes
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