Use of computational fluid dynamics to model microplastic transport in the stormwater runoff system

Microplastics (MPs) are increasingly accumulating in stormwater runoff systems, particularly wetlands. In this study, the impact of various factors on the motion and distribution of MPs within a wetland water environment was explored through computational fluid dynamics (CFD) simulations, utilizing a Volume of fluid (VOF) model coupled with the Discrete particle model (DPM). To understand those aspects, different MPs (e.g., Polyethylene Terephthalate (PET), Polyvinyl Chloride (PVC), Polystyrene (PS), and Polypropylene (PP)) were released from the inlet to examine how factors, such as their type, size, and shape, in two different water flow velocities under a constant air current, influenced their behavior. The spatial distribution of MPs due to the impacts of different variables was examined through the tracking of particle positions. It was found that buoyancy and particle size significantly affected the distribution of MPs, which emerged as a key discovery. The vertical and horizontal distributions of MP particles indicate that under 0.3 m/s water velocity conditions, the majority of large spherical PET and PVC MPs tend to sink toward the bottom. In contrast, numerous smaller non-spherical particles tend to float near the surface. Among the four types of MPs examined, PP and PS large spherical particles showed the highest mobility, particularly with increasing water velocity. Smaller particles travel longer distances because they have less mass and are more sensitive to air currents. In contrast, larger particles settle more quickly due to gravity, resulting in shorter travel distances. In summary, using the CFD approach improves the ability to predict the dispersion of MPs in aquatic environments. • This study used CFD simulations to explore factors affecting MPs motion in wetland. • Buoyancy and particle size were key factors influencing MPs distribution. • At 0.3 m/s water velocity, large spherical PET and PVC MPs sink to the bottom. • PP and PS large spheres had highest mobility, while smaller MPs travelled farther. • Larger particles settle faster due to gravity, leading to shorter travel distances.

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Publication Details

Journal
Process Safety and Environmental Protection
Published
2025-02-07
DOI
https://doi.org/10.1016/j.psep.2025.106873
Citations
6
Primary Topic
Microplastics and Plastic Pollution
Type
article
Field-Weighted Citation Impact
3.02

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article

Use of computational fluid dynamics to model microplastic transport in the stormwater runoff system

Muhammed A. Bhuiyan, Biplob Kumar Pramanik, Guomin Zhang, Syed Kabir
6 citations
Process Safety and Environmental Protection
Microplastics and Plastic Pollution
3.02
article

Use of computational fluid dynamics to model microplastic transport in the stormwater runoff system

Muhammed A. Bhuiyan, Biplob Kumar Pramanik, Guomin Zhang, Syed Kabir
article en
6 citations

Abstract

Microplastics (MPs) are increasingly accumulating in stormwater runoff systems, particularly wetlands. In this study, the impact of various factors on the motion and distribution of MPs within a wetland water environment was explored through computational fluid dynamics (CFD) simulations, utilizing a Volume of fluid (VOF) model coupled with the Discrete particle model (DPM). To understand those aspects, different MPs (e.g., Polyethylene Terephthalate (PET), Polyvinyl Chloride (PVC), Polystyrene (PS), and Polypropylene (PP)) were released from the inlet to examine how factors, such as their type, size, and shape, in two different water flow velocities under a constant air current, influenced their behavior. The spatial distribution of MPs due to the impacts of different variables was examined through the tracking of particle positions. It was found that buoyancy and particle size significantly affected the distribution of MPs, which emerged as a key discovery. The vertical and horizontal distributions of MP particles indicate that under 0.3 m/s water velocity conditions, the majority of large spherical PET and PVC MPs tend to sink toward the bottom. In contrast, numerous smaller non-spherical particles tend to float near the surface. Among the four types of MPs examined, PP and PS large spherical particles showed the highest mobility, particularly with increasing water velocity. Smaller particles travel longer distances because they have less mass and are more sensitive to air currents. In contrast, larger particles settle more quickly due to gravity, resulting in shorter travel distances. In summary, using the CFD approach improves the ability to predict the dispersion of MPs in aquatic environments. • This study used CFD simulations to explore factors affecting MPs motion in wetland. • Buoyancy and particle size were key factors influencing MPs distribution. • At 0.3 m/s water velocity, large spherical PET and PVC MPs sink to the bottom. • PP and PS large spheres had highest mobility, while smaller MPs travelled farther. • Larger particles settle faster due to gravity, leading to shorter travel distances.

Process Safety and Environmental ProtectionVol. 196
RMIT University (AU)
Australian Research Council
Clean water and sanitation
Openalex Percentile: Top 10%
Microplastics and Plastic Pollution
3.02
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