Hybrid framework for rapid evaluation of wind environment around buildings through parametric design, CFD simulation, image processing and machine learning

Implementing data-driven parametric building design with a flexible toolbox

(2020) Nathan C. Brown et al.   AUTOMATION IN CONSTRUCTION

On the feasibility of affordable high-fidelity CFD simulations for indoor environment design and control

(2020) N. Morozova et al.   BUILDING AND ENVIRONMENT

Study on the influence of voids on high-rise building on the wind environment

(2019) Yangluxi Li et al.   Building Simulation

Thermal buoyancy driven canyon airflows inside the compact urban blocks saturated with very weak synoptic wind: Plume merging mechanism

(2018) Shuo-Jun Mei et al.   BUILDING AND ENVIRONMENT

An extensive comparison of modified zero-equation, standard k-ε, and LES models in predicting urban airflow

(2018) Jiying Liu et al.   Sustainable Cities and Society

LES for pedestrian level wind around an idealized building array—Assessment of sensitivity to influencing parameters

(2018) Jianlin Liu et al.   Sustainable Cities and Society

Airborne pollutant dilution inside the deep street canyons subjecting to thermal buoyancy driven flows: Effects of representative urban skylines

(2018) Shuo-Jun Mei et al.   BUILDING AND ENVIRONMENT

Wind driven natural ventilation in the idealized building block arrays with multiple urban morphologies and unique package building density

(2017) Shuo-Jun Mei et al.   ENERGY AND BUILDINGS

A review on the CFD analysis of urban microclimate

(2017) Y. Toparlar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Pedestrian level wind environment assessment around group of high-rise cross-shaped buildings: Effect of building shape, separation and orientation

(2016) Qureshi M. Zahid Iqbal et al.   BUILDING AND ENVIRONMENT

CFD simulation of the wind environment around an isolated high-rise building: An evaluation of SRANS, LES and DES models

(2016) Jianlin Liu et al.   BUILDING AND ENVIRONMENT

Fluid mechanical dispersion of airborne pollutants inside urban street canyons subjecting to multi-component ventilation and unstable thermal stratifications

(2016) Shuo-Jun Mei et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on performance accuracy

(2014) Rishee K. Jain et al.   APPLIED ENERGY

Wind-driven cross ventilation in long buildings

(2014) Chia-Ren Chu et al.   BUILDING AND ENVIRONMENT

Properties of large-scale flow structures in an isothermal ventilated room

(2012) M. Körner et al.   BUILDING AND ENVIRONMENT

NIH Image to ImageJ: 25 years of image analysis

(2012) Caroline A Schneider et al.   NATURE METHODS

CFD simulation for pedestrian wind comfort and wind safety in urban areas: General decision framework and case study for the Eindhoven University campus

(2011) B. Blocken et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Field measurement of wind-induced stress on glass facade of a coastal high-rise building

(2011) ZhengNong Li et al.   Science China-Technological Sciences

CFD simulation of near-field pollutant dispersion on a high-resolution grid: A case study by LES and RANS for a building group in downtown Montreal

(2010) P. Gousseau et al.   ATMOSPHERIC ENVIRONMENT

Applying support vector machine to predict hourly cooling load in the building

(2009) Qiong Li et al.   APPLIED ENERGY

Effects of building aspect ratio and wind speed on air temperatures in urban-like street canyons

(2009) Rizwan Ahmed Memon et al.   BUILDING AND ENVIRONMENT

Wind tunnel tests on the relationship between building density and pedestrian-level wind velocity: Development of guidelines for realizing acceptable wind environment in residential neighborhoods

(2007) Tetsu Kubota et al.   BUILDING AND ENVIRONMENT

Evaluation of hexahedral, prismatic and hybrid mesh styles for simulating respiratory aerosol dynamics

(2007) Samir Vinchurkar et al.   COMPUTERS & FLUIDS