Simulation of three-dimensional floc growth using improved DLA model

Zumin Qiu, Dongjing Liu, Zong-jian He, Y. Wu
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引用次数: 2

Abstract

Based on the classic theoretical model of Diffusion-Limited Aggregation (DLA), two improved models, built for more practical use, were presented: Steps-Limited and Reaction-Limited three-dimensional Fractal Aggregation. The fractal dimension and porosity were calculated with cyclotron radius method, in order to study the influence of finite steps and reaction probability on the results of the fractal simulation of floc growth. A highly assembled aggregation would be formed as the Steps was getting smaller, contributing to the reduction of the cyclotron radius Rc which finally approached about 2.40, whose fractal characteristic became more and more inconspicuous. Smaller the reaction probability, the larger moving space of particles would be, resulted in the denser of the interior of the flocs, characterized by the gradual reduction of cyclotron radius Rc which finally approached about 2.65.
基于改进DLA模型的三维絮凝体生长模拟
在经典的扩散限制聚类理论模型的基础上,提出了两种改进的三维分形聚类模型:阶梯限制聚类和反应限制聚类。采用回旋半径法计算了分形维数和孔隙度,研究了有限步长和反应概率对絮体生长分形模拟结果的影响。随着台阶越小,会形成高度聚集的聚集体,导致回旋半径Rc减小,最终接近2.40左右,其分形特征越来越不明显。反应概率越小,颗粒的移动空间越大,絮凝体内部密度越大,回旋半径Rc逐渐减小,最终接近2.65左右。
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