title: Benchmarking of a Markov multizone model of contaminant transport.
abstract: A Markov chain model previously applied to the simulation of advection and diffusion process of gaseous contaminants is extended to three-dimensional transport of particulates in indoor environments. The model framework and assumptions are described. The performance of the Markov model is benchmarked against simple conventional models of contaminant transport. The Markov model is able to replicate elutriation predictions of particle deposition with distance from a point source, and the stirred settling of respirable particles. Comparisons with turbulent eddy diffusion models indicate that the Markov model exhibits numerical diffusion in the first seconds after release, but over time accurately predicts mean lateral dispersion. The Markov model exhibits some instability with grid length aspect when turbulence is incorporated by way of the turbulent diffusion coefficient, and advection is present. However, the magnitude of prediction error may be tolerable for some applications and can be avoided by incorporating turbulence by way of fluctuating velocity (e.g. turbulence intensity).
authors.affiliation: 1.School of Public Health, University of Illinois at Chicago, 2121W Taylor Street (M/C 922), Chicago, IL 60605, USA rjones25@uic.edu.
authors.forename: Rachael M
authors.initials: RM
authors.lastname: Jones
authors.affiliation: 2.School of Public Health, University of California, Berkeley, 50 University Hall #7360, Berkeley, CA 94720, USA.
authors.forename: Mark
authors.initials: M
authors.lastname: Nicas
mesh_terms: D016902:Air Pollution, Indoor / Q000517:prevention & control*; D019985:Benchmarking; D004058:Diffusion; D006801:Humans; D008390:Markov Chains; D008962:Models, Theoretical; D010316:Particle Size; D014691:Ventilation
keywords: advection; diffusion; elutriation; exposure model; model evaluation; particulates; stirred settling