Predicting wind pressures around circular cylinders using machine learning techniques

G Hu, KCS Kwok - Journal of Wind Engineering and Industrial …, 2020 - Elsevier
Numerous studies have been carried out to measure wind pressures around circular
cylinders since the early 20th century due to its engineering significance. Consequently, a …

Machine learning-based prediction of crosswind vibrations of rectangular cylinders

P Lin, G Hu, C Li, L Li, Y Xiao, KT Tse… - Journal of Wind …, 2021 - Elsevier
Due to the complexity of crosswind vibrations of rectangular cylinders, current research on
crosswind vibrations of rectangular cylinders mainly relies on expensive wind tunnel tests …

Flow patterns and vortex shedding behavior behind a square cylinder

SC Yen, CW Yang - Journal of Wind Engineering and Industrial …, 2011 - Elsevier
The flow structures, wake-flow characteristics and drag coefficients of a square cylinder at
various Reynolds numbers (Re) and incidence angles (θ) were experimentally studied in an …

Numerical simulation of flow around rectangular cylinders

A Okajima - Journal of Wind Engineering and Industrial …, 1990 - Elsevier
We recently reported the experimental results of lift and drag forces, base pressure and
Strouhal number of rectangular cylinders against Reynolds numbers and the side ratios of a …

Direct numerical simulation of the flow around a rectangular cylinder at a moderately high Reynolds number

A Cimarelli, A Leonforte, D Angeli - Journal of Wind Engineering and …, 2018 - Elsevier
Abstract We report a Direct Numerical Simulation (DNS) of the flow around a rectangular
cylinder with a chord-to-thickness ratio B/D= 5 and Reynolds number R e= 3000. Global and …

The effect of turbulence on aerodynamic forces on a square cylinder with various corner shapes

T Tamura, T Miyagi - Journal of Wind Engineering and Industrial …, 1999 - Elsevier
To comprehensively investigate the effect of corner modification on aerodynamic forces, we
set up an experimental model of a two-and three-dimensional square cylinder in several …

Unsteady aerodynamic force prediction on a square cylinder using k− ε turbulence models

S Lee - Journal of Wind Engineering and Industrial …, 1997 - Elsevier
In designing structurally safe large-scale civil structures, the dynamic structural behavior in
response to unsteady wind loadings should be investigated. Since a typical civil structure is …

Investigation of wall pressures and surface flow patterns on a wall-mounted square cylinder using very high-resolution Cartesian mesh

Y Cao, T Tamura, H Kawai - Journal of wind engineering and Industrial …, 2019 - Elsevier
Surface flow patterns on a wall-mounted square cylinder and their relationship with pressure
are investigated numerically using a fine Cartesian grid. A combination of the building cube …

[HTML][HTML] Predicting transient wind loads on tall buildings in three-dimensional spatial coordinates using machine learning

DPP Meddage, D Mohotti, K Wijesooriya - Journal of Building Engineering, 2024 - Elsevier
Abstract Machine learning (ML) as a subset of artificial intelligence (AI), has gained
significant attention in wind engineering applications over the past decade. Wind load …

Computational wind engineering: 30 years of research progress in building structures and environment

T Potsis, Y Tominaga, T Stathopoulos - Journal of Wind Engineering and …, 2023 - Elsevier
The paper reviews the evolution of computational wind engineering from environmental and
structural perspectives, since the inaugural conference of computational wind engineering …