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AN ALTERNATIVE NUMERICAL APPROACH TO SOLVE THE LANGEVIN EQUATION APPLIED TO AIR POLLUTION DISPERSION

机译:求解空气污染弥散的朗格文方程的一种替代数值方法

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摘要

In this work an alternative numerical approach to solve the three-dimensional stochastic Langevin equation applied to air pollution is proposed and tested. The method leads to a first-order differential equation whose solution is obtained through the method of successive approximations or Picard's iteration method. Langevin models for Gaussian and non-Gaussian turbulence are obtained, considering Gaussian and bi-Gaussian probability density functions (PDF) of the turbulent velocity, respectively. The proposed approach is evaluated through the comparison with experimental data and results from three different models. A statistical analysis shows a good agreement between the comparisons.
机译:在这项工作中,提出了一种替代的数值方法,用于求解应用于空气污染的三维随机Langevin方程。该方法导致一阶微分方程,其解是通过逐次逼近法或Picard迭代法获得的。获得了分别考虑湍流速度的高斯和双高斯概率密度函数(PDF)的高斯湍流和非高斯湍流的Langevin模型。通过与实验数据和三种不同模型的结果进行比较,对所提出的方法进行了评估。统计分析显示比较之间的一致性很好。

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