Modeling Simultaneous Coagulation and Charging of Nanoparticles at High Temperatures using the Method of Moments
A large number of chemically and thermally ionized species are produced in flames. During flame synthesis of nanoparticles, these ions collide with the particles as do the particles amongst themselves. Both charging and particle-particle collisions decide the particle size distribution, but existing models in flame synthesis often do not consider the coupling of these two effects. In this work, a model simulating simultaneous charging and coagulation is developed using the method of moments (MoM), with the help of asymptotic methods and perturbation theory. This model considers different charged states, as well as the particle size distribution in each charged state and their interactions. To achieve this, first, a simplified polynomial expression for the charging coefficient is derived from Fuchs' theory. This expression is found to be in good agreement with the complete Fuchs theory expression at high temperatures in the free molecular regime. Next, this expression is used in the general dynamic equation for simultaneous charging and coagulation to derive population balance equations of volume moments. A simplified modeling method, named the monodisperse model (MdM), was used to compare the simulation results. Both the MoM and MdM showed good agreement in different simulated cases. It was found that for constant bipolar ion environment, the collisional growth increases as the ion concentration increases, and flattens out for high ion concentration (>108 #/cm3). Simulated results also showed that for a unipolar ion environment, MoM predicted that the particle growth by collisions would be more suppressed, resulting in particles with a lower polydispersity index. The simplified expressions for the ion-attachment coefficient used in the MoM works well at high temperatures in the free molecular regime, and that MdM is able to capture the physics of the system well.
G. Sharma et al., "Modeling Simultaneous Coagulation and Charging of Nanoparticles at High Temperatures using the Method of Moments," Journal of Aerosol Science, vol. 132, pp. 70 - 82, Elsevier, Jun 2019.
The definitive version is available at https://doi.org/10.1016/j.jaerosci.2019.03.011
Civil, Architectural and Environmental Engineering
Keywords and Phrases
Coagulation; Flame synthesis; Ions; Light transmission; Method of moments; Particle size; Particle size analysis; Size distribution; Synthesis (chemical); General dynamic equation; Method of moments (MOM); Particle particle collisions; Polydispersity indices; Polynomial expression; Population balance equation; Simplified expressions; Simplified modeling methods; Perturbation techniques; Ion; Nanoparticle; Coagulation; Concentration (composition); High temperature; Methodology; Nanoparticle; Numerical model; Particle size; Simulation; Article; Dispersity; High temperature; Ion transport; Model; Molecular dynamics; Particle size; Priority journal; Simulation; Synthesis; Theory
International Standard Serial Number (ISSN)
Article - Journal
© 2019 Elsevier, All rights reserved.
01 Jun 2019
The work was partially supported by a grant from the National Science Foundation, SusChEM: Ultrafine Particle Formation in Advanced Low Carbon Combustion Processes ; CBET 1705864. G. S. would like to acknowledge the McDonnell Academy Global Energy and Environment (MAGEEP) at Washington University in St. Louis for their support.