Predicting the drag of rough surfaces

D Chung, N Hutchins, MP Schultz… - Annual Review of Fluid …, 2021 - annualreviews.org
Reliable full-scale prediction of drag due to rough wall-bounded turbulent fluid flow remains
a challenge. Currently, the uncertainty is at least 10%, with consequences, for example, on …

Predictive large-eddy-simulation wall modeling via physics-informed neural networks

XIA Yang, S Zafar, JX Wang, H Xiao - Physical Review Fluids, 2019 - APS
While data-based approaches were found to be useful for subgrid scale (SGS) modeling in
Reynolds-averaged Navier-Stokes (RANS) simulations, there have not been many attempts …

[HTML][HTML] Spatial characteristics of roughness sublayer mean flow and turbulence over a realistic urban surface

MG Giometto, A Christen, C Meneveau, J Fang… - Boundary-layer …, 2016 - Springer
Single-point measurements from towers in cities cannot properly quantify the impact of all
terms in the turbulent kinetic energy (TKE) budget and are often not representative of …

Effects of trees on mean wind, turbulence and momentum exchange within and above a real urban environment

MG Giometto, A Christen, PE Egli, MF Schmid… - Advances in Water …, 2017 - Elsevier
Large-eddy simulations (LES) are used to gain insight into the effects of trees on turbulence,
aerodynamic parameters, and momentum transfer rates characterizing the atmosphere …

Secondary motion in turbulent pipe flow with three-dimensional roughness

L Chan, M MacDonald, D Chung… - Journal of Fluid …, 2018 - cambridge.org
The occurrence of secondary flows is investigated for three-dimensional sinusoidal
roughness where the wavelength and height of the roughness elements are systematically …

[HTML][HTML] Optimization of urban design/retrofit scenarios using a computationally light standalone urban energy/climate model (SUECM) forced by ERA5 data

A Afshari - Energy and Buildings, 2023 - Elsevier
Standalone urban canopy models attempt to replace the full-fledged atmospheric
representation with a simplified equivalent. In this study, we investigate the offline forcing of …

A two-dimensional Jensen model with a Gaussian-shaped velocity deficit

M Ge, Y Wu, Y Liu, XIA Yang - Renewable Energy, 2019 - Elsevier
Abstract The one-dimensional (1D) Jensen model is probably the most often used model for
engineering analysis of wind turbine wakes. Identifying a more realistic shape function for …

Turbulent flow over transitionally rough surfaces with varying roughness densities

M MacDonald, L Chan, D Chung… - Journal of Fluid …, 2016 - cambridge.org
We investigate rough-wall turbulent flows through direct numerical simulations of flow over
three-dimensional transitionally rough sinusoidal surfaces. The roughness Reynolds …

Flow over closely packed cubical roughness

HHA Xu, SJ Altland, XIA Yang, RF Kunz - Journal of Fluid Mechanics, 2021 - cambridge.org
Cube arrays are one of the most extensively studied types of surface roughness, and there
has been much research on cubical roughness with low-to-moderate surface coverage …

[HTML][HTML] Assessing methods to extrapolate the vertical wind-speed profile from surface observations in a city centre during strong winds

CW Kent, CSB Grimmond, D Gatey… - Journal of wind …, 2018 - Elsevier
Abstract Knowledge of the vertical wind-speed profile in cities is important for the
construction and insurance industries, wind energy predictions, and simulations of pollutant …