Estimating Urban Wind Speeds and Wind Power Potentials Based on Machine Learning with City Fast Fluid Dynamics Training Data
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Estimating Urban Wind Speeds and Wind Power Potentials Based on Machine Learning with City Fast Fluid Dynamics Training Data
Authors
Keywords
-
Journal
Atmosphere
Volume 13, Issue 2, Pages 214
Publisher
MDPI AG
Online
2022-01-29
DOI
10.3390/atmos13020214
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- CityFFD – City fast fluid dynamics for urban microclimate simulations on graphics processing units
- (2022) Mohammad Mortezazadeh et al. Urban Climate
- Integrating CityFFD and WRF for modeling urban microclimate under heatwaves
- (2021) Mohammad Mortezazadeh et al. Sustainable Cities and Society
- Field measurement of the urban pedestrian level wind turbulence
- (2021) Jiwei Zou et al. BUILDING AND ENVIRONMENT
- Application of artificial intelligence to urban wind energy
- (2021) Stéphanie Higgins et al. BUILDING AND ENVIRONMENT
- How Much Building Renewable Energy Is Enough? The Vertical City Weather Generator (VCWG v1.4.4)
- (2021) Amir A. Aliabadi et al. Atmosphere
- Solving city and building microclimates by fast fluid dynamics with large timesteps and coarse meshes
- (2020) Mohammad Mortezazadeh et al. BUILDING AND ENVIRONMENT
- A framework for preliminary large-scale urban wind energy potential assessment: Roof-mounted wind turbines
- (2020) Abdolrahim Rezaeiha et al. ENERGY CONVERSION AND MANAGEMENT
- Dimensional analysis of Reynolds independence and regional critical Reynolds numbers for urban aerodynamics
- (2020) Chang Shu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Generating future weather files under climate change scenarios to support building energy simulation – A machine learning approach
- (2020) Mirata Hosseini et al. ENERGY AND BUILDINGS
- Wind power: Existing status, achievements and government's initiative towards renewable power dominating India
- (2019) Subhojit Dawn et al. Energy Strategy Reviews
- Modeling building resilience against extreme weather by integrated CityFFD and CityBEM simulations
- (2019) Ali Katal et al. APPLIED ENERGY
- Flows across high aspect ratio street canyons: Reynolds number independence revisited
- (2018) Lup Wai Chew et al. ENVIRONMENTAL FLUID MECHANICS
- A high-order backward forward sweep interpolating algorithm for semi-Lagrangian method
- (2017) Mohammad Mortezazadeh et al. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS
- Large-area photogrammetry based testing of wind turbine blades
- (2017) Peyman Poozesh et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- A review on the CFD analysis of urban microclimate
- (2017) Y. Toparlar et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- 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
- Comparison of wind tunnel and on site measurements for urban wind energy estimation of potential yield
- (2016) Ayman Al-Quraan et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Influence of urban morphology on air flow over building arrays
- (2015) Matteo Carpentieri et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- An assessment of wind power potential along the coast of Tamaulipas, northeastern Mexico
- (2015) Magdiel Carrasco-Díaz et al. RENEWABLE ENERGY
- Performance and safety of rooftop wind turbines: Use of CFD to gain insight into inflow conditions
- (2013) Amir Bashirzadeh Tabrizi et al. RENEWABLE ENERGY
- Effect of roof shape, wind direction, building height and urban configuration on the energy yield and positioning of roof mounted wind turbines
- (2012) Islam Abohela et al. RENEWABLE ENERGY
- Evaluation of RANS turbulence models for simulating wind-induced mean pressures and dispersions around a complex-shaped high-rise building
- (2012) Xiaoping Liu et al. Building Simulation
- Building mounted wind turbines and their suitability for the urban scale—A review of methods of estimating urban wind resource
- (2011) Sara Louise Walker ENERGY AND BUILDINGS
- A Statistical Adjustment of Regional Climate Model Outputs to Local Scales: Application to Platja de Palma, Spain
- (2011) A. Amengual et al. JOURNAL OF CLIMATE
- A technical review of building-mounted wind power systems and a sample simulation model
- (2011) Dursun Ayhan et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Multivariate random forests
- (2011) Mark Segal et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Convective heat transfer coefficients for exterior building surfaces: Existing correlations and CFD modelling
- (2010) Thijs Defraeye et al. ENERGY CONVERSION AND MANAGEMENT
- AIJ guidelines for practical applications of CFD to pedestrian wind environment around buildings
- (2008) Yoshihide Tominaga et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Urban wind energy conversion: The potential of ducted turbines
- (2007) Andrew Grant et al. RENEWABLE ENERGY
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started