Monte-Carlo simulation of unipolar diffusion charging for spherical and non-spherical particles

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• 作者：Biskos ; G. ; Mastorakos ; E. ; Collings ; N.
• 刊名：Journal of Aerosol Science
• 出版年：2004
• 期刊代码：45_00218502
• 类别：ce
• 出版时间：June, 2004
• 卷：35
• 期：6
• 页码：707-730
• 文件大小：410 K

摘要

This paper presents a 3D Monte-Carlo model that simulates diffusion charging of aerosol particles in positive unipolar environments. Calculations are performed for N_it products up to 5×10¹²ionsm⁻³s (with N_i being the ion concentration and t the charging time), and particles with diameter 5–1000nm, covering a wide range of Knudsen numbers at atmospheric pressure. Apart from the average charge, the code allows for the calculation of the charge distribution which is shown to be well described by Gaussian statistics for monodisperse particles. Standard deviations of the charge distribution calculated with the source-and-sink approach show good agreement with the Monte-Carlo results. Comparison of the Monte-Carlo calculations with Fuchs’ limiting-sphere theory shows good agreement for the whole size range and highlights the importance of the image force effect for smaller particles. The diffusion-mobility theory of the continuum regime matches the simulation results for the larger particle sizes while differences with Fuchs’ limiting-sphere theory in this regime are relatively small. Simulations of non-spherical particles show the power of the code to easily handle more complicated situations. Results of rectangular-shaped and elongated chain-aggregate particles show different charging behaviour compared to theoretical predictions, and indicate the importance of the assumptions for the surface distribution of charges on the particle. In contrast, calculations of 3D cross-shaped aggregate particles, despite having a very irregular geometry, indicate that the spherical shape assumption is reasonable.