Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach

A GPU-accelerated 3D smooth particle hydrodynamics (SPH) scheme is developed and applied to a coastal multi-phase liquid-sediment interaction and sediment transport. The SPH scheme's meshless design and the sediment's particle structure enable the modeling of the waves' interactions w...

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Main Authors: Apalowo R.K., Abas A., Zawawi M.H., Zahari N.M., Itam Z.
Other Authors: 57195377883
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Published: Elsevier Ltd 2024
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spelling my.uniten.dspace-338602024-10-14T11:17:21Z Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach Apalowo R.K. Abas A. Zawawi M.H. Zahari N.M. Itam Z. 57195377883 56893346700 39162217600 54891672300 55102723400 Erosion Liquid-sediment interaction Ocean dynamics Particle image velocimetry Sediment transport Smooth particle hydrodynamics Computer graphics Computer graphics equipment Forecasting Graphics processing unit Program processors Sediment transport Sedimentation Velocity measurement Coastal sediment transport GPU-accelerated Image velocimetry Liquid-sediment interaction Ocean dynamics Particle image velocimetry Particle images Prediction modelling Sediment particles Smooth particle hydrodynamics coastal sediment erosion hydrodynamics numerical model particle image velocimetry prediction scour sediment transport Erosion A GPU-accelerated 3D smooth particle hydrodynamics (SPH) scheme is developed and applied to a coastal multi-phase liquid-sediment interaction and sediment transport. The SPH scheme's meshless design and the sediment's particle structure enable the modeling of the waves' interactions with the sediment particles beyond the limitation of the mesh-based methods. A Newtonian constitutive model is used to model the liquid phase, and the sediment transport is formulated based on the Herschel-Bulkley-Papanastasiou (HBP) model. The yield characteristics of the sediment phase are estimated using the Drucker-Prager yield criterion. Due to the parallelization of the solution on graphics processing units, the 3D SPH scheme's performance, which uses millions of particles, is improved. Good correlations were observed in the SPH predictions and experimental measurements, with a maximum difference of 4.85 %. The validated scheme is applied to formulate forecasting models for the coastline sediment transport. It is found that erosion and scouring are expected at the coastline region inclined to the direction of the sea waves, with a predicted mass erosion of about 60e3 kg in four years. The wave's velocity is also established to be directly proportional to the sediment transport. The proposed multi-phase SPH methodology is proven effective for sediment transport prediction. � 2023 Elsevier B.V. Final 2024-10-14T03:17:21Z 2024-10-14T03:17:21Z 2023 Article 10.1016/j.dynatmoce.2023.101406 2-s2.0-85176497912 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176497912&doi=10.1016%2fj.dynatmoce.2023.101406&partnerID=40&md5=04832927438b2a0c3fbae4f8cb622aeb https://irepository.uniten.edu.my/handle/123456789/33860 104 101406 Elsevier Ltd Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Erosion
Liquid-sediment interaction
Ocean dynamics
Particle image velocimetry
Sediment transport
Smooth particle hydrodynamics
Computer graphics
Computer graphics equipment
Forecasting
Graphics processing unit
Program processors
Sediment transport
Sedimentation
Velocity measurement
Coastal sediment transport
GPU-accelerated
Image velocimetry
Liquid-sediment interaction
Ocean dynamics
Particle image velocimetry
Particle images
Prediction modelling
Sediment particles
Smooth particle hydrodynamics
coastal sediment
erosion
hydrodynamics
numerical model
particle image velocimetry
prediction
scour
sediment transport
Erosion
spellingShingle Erosion
Liquid-sediment interaction
Ocean dynamics
Particle image velocimetry
Sediment transport
Smooth particle hydrodynamics
Computer graphics
Computer graphics equipment
Forecasting
Graphics processing unit
Program processors
Sediment transport
Sedimentation
Velocity measurement
Coastal sediment transport
GPU-accelerated
Image velocimetry
Liquid-sediment interaction
Ocean dynamics
Particle image velocimetry
Particle images
Prediction modelling
Sediment particles
Smooth particle hydrodynamics
coastal sediment
erosion
hydrodynamics
numerical model
particle image velocimetry
prediction
scour
sediment transport
Erosion
Apalowo R.K.
Abas A.
Zawawi M.H.
Zahari N.M.
Itam Z.
Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
description A GPU-accelerated 3D smooth particle hydrodynamics (SPH) scheme is developed and applied to a coastal multi-phase liquid-sediment interaction and sediment transport. The SPH scheme's meshless design and the sediment's particle structure enable the modeling of the waves' interactions with the sediment particles beyond the limitation of the mesh-based methods. A Newtonian constitutive model is used to model the liquid phase, and the sediment transport is formulated based on the Herschel-Bulkley-Papanastasiou (HBP) model. The yield characteristics of the sediment phase are estimated using the Drucker-Prager yield criterion. Due to the parallelization of the solution on graphics processing units, the 3D SPH scheme's performance, which uses millions of particles, is improved. Good correlations were observed in the SPH predictions and experimental measurements, with a maximum difference of 4.85 %. The validated scheme is applied to formulate forecasting models for the coastline sediment transport. It is found that erosion and scouring are expected at the coastline region inclined to the direction of the sea waves, with a predicted mass erosion of about 60e3 kg in four years. The wave's velocity is also established to be directly proportional to the sediment transport. The proposed multi-phase SPH methodology is proven effective for sediment transport prediction. � 2023 Elsevier B.V.
author2 57195377883
author_facet 57195377883
Apalowo R.K.
Abas A.
Zawawi M.H.
Zahari N.M.
Itam Z.
format Article
author Apalowo R.K.
Abas A.
Zawawi M.H.
Zahari N.M.
Itam Z.
author_sort Apalowo R.K.
title Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
title_short Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
title_full Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
title_fullStr Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
title_full_unstemmed Prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
title_sort prediction modeling of coastal sediment transport using accelerated smooth particle hydrodynamics approach
publisher Elsevier Ltd
publishDate 2024
_version_ 1814061027589881856
score 13.214268