3-7 July 2023
University of Zululand
Africa/Johannesburg timezone
The Proceedings of SAIP2023 Published: 20 December 2023

Computational fluid dynamics modelling of airborne droplets

6 Jul 2023, 11:00
20m
University of Zululand

University of Zululand

Oral Presentation Track F - Applied Physics Applied Physics

Speaker

Dr Mbolahasina Ralijaona (Department of Mechanical Engineering Science, University of Johannesburg, Auckland Park, Johannesburg, South Africa)

Description

Airborne transmitted diseases are a public health concern. They are ubiquitous in human’s life and include large variety of diseases such as the common cold, chicken pox, mumps and more serious ones like COVID-19 and tuberculosis. The aforementioned diseases are transmitted through saliva droplets emitted in the environing air. While being airborne, droplets are affected by multiple environmental factors mainly air flow, humidity, and temperature. Furthermore, droplets are interacting with the surrounding air, exchanging mass and momentum. Droplets are also released under specific conditions defined by parameters like injection speed, the height from where they are emitted, their size distribution, and temperature. The physical processes involved in droplets’ evolution over time have influence on how they are spread and likely to transmit pathogens. Thus, it is crucial to understand those processes for the purpose of attenuating transmission. This study focuses on modelling droplets’ dispersion, evaporation, infectiousness with computational fluid dynamics (CFD). The two-way coupling approach was applied to compute momentum and mass exchange between droplets and its environment. Interactions between particles were also considered with the stochastic collision model including droplet breakup and coalescence. The Rosin-Rammler distribution was used for the size distribution of droplets with a range varying from 1 to 200 μm. When increasing the speed at which droplets are ejected, particles are occupying a wider range of position, more spread and reaching farther distance. Increasing injection velocity is equivalent to considering different respiratory events from which particles are generated. In fact, speaking has a lower injection speed than coughing which injection velocity is lower than that of sneezing. Therefore, violent respiratory events are more likely to transmit diseases because droplets are more spread. Infectiousness of droplets are neutralized in a reasonable amount of time under the condition that evaporation is occurring. For the safety of public and confined spaces, it is encouraged to fulfil the conditions that trigger evaporation like aeration. Our model will be used as a guide for configuring clinical and public spaces.

Level for award;(Hons, MSc, PhD, N/A)?

N/A

Apply to be considered for a student ; award (Yes / No)? No

Primary authors

Dr Mbolahasina Ralijaona (Department of Mechanical Engineering Science, University of Johannesburg, Auckland Park, Johannesburg, South Africa) Dr Emmanuel Igumbor (Department of Mechanical Engineering Science, University of Johannesburg, Auckland Park, Johannesburg, South Africa) Kennedy Otwombe (Perinatal HIV Research Unit, Chris Hani Baragwanath Academic Hospital, Faculty of Health Sciences, University of the Witwatersrand South Africa School of Public Health, Faculty of Health Sciences, University of the Witwatersrand South Africa) Firdaus Nabeemeeah (Perinatal HIV Research Unit, Chris Hani Baragwanath Academic Hospital, Faculty of Health Sciences, University of the Witwatersrand South Africa) Neil Martinson (Perinatal HIV Research Unit, Chris Hani Baragwanath Academic Hospital, Faculty of Health Sciences, University of the Witwatersrand South Africa) Minja Milovanovich (Perinatal HIV Research Unit, Chris Hani Baragwanath Academic Hospital, Faculty of Health Sciences, University of the Witwatersrand South Africa) Pedro Mafa (Department of Mathematical Sciences and UNISA - ATLAS High Energy Physics Group, University of South Africa, Johannesburg, 1710, South Africa) Lerothodi Leeuw (Department of Physics and Astronomy, University of the Western Cape, Bellville 7535, Cape Town, South Africa) Simon Connell (Department of Mechanical Engineering Science, University of Johannesburg, Auckland Park, Johannesburg, South Africa)

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