Time-Averaged Wind Turbine Wake Flow Field Prediction Using Autoencoder Convolutional Neural Networks

Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow

(2021) Taichi Nakamura et al.   PHYSICS OF FLUIDS

Clustering sparse sensor placement identification and deep learning based forecasting for wind turbine wakes

(2021) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

Advancement of an analytical double-Gaussian full wind turbine wake model

(2021) Aidan Keane   RENEWABLE ENERGY

Artificial Neural Networks based wake model for power prediction of wind farm

(2021) Zilong Ti et al.   RENEWABLE ENERGY

Region-Based Convolutional Neural Network for Wind Turbine Wake Characterization in Complex Terrain

(2021) Jeanie A. Aird et al.   Remote Sensing

Effect of Inlet Turbulent Boundary Conditions on Scour Predictions of Coupled LES and Morphodynamics in a Field-Scale River: Bankfull Flow Conditions

(2020) A. Khosronejad et al.   JOURNAL OF HYDRAULIC ENGINEERING

Unsteady numerical investigation of the full geometry of a horizontal axis wind turbine: Flow through the rotor and wake

(2020) P. García Regodeseves et al.   ENERGY

A short note on the simulation of turbulent stratified flow and mobile bed interaction using the continuum coupled flow and morphodynamics model

(2020) Ali Khosronejad et al.   ENVIRONMENTAL FLUID MECHANICS

Machine-Learning-Based Surrogate Modeling of Aerodynamic Flow Around Distributed Structures

(2020) Jincheng Zhang et al.   AIAA JOURNAL

Wind turbine power modelling and optimization using artificial neural network with wind field experimental data

(2020) Haiying Sun et al.   APPLIED ENERGY

Large eddy simulations of wind turbine wakes in typical complex topographies

(2020) Zhenqing Liu et al.   WIND ENERGY

Quantifying structural uncertainties in Reynolds-averaged Navier–Stokes simulations of wind turbine wakes

(2020) Simon D. Hornshøj-Møller et al.   RENEWABLE ENERGY

A new analytical model for wind turbine wakes based on Monin-Obukhov similarity theory

(2019) Yu Cheng et al.   APPLIED ENERGY

Effect of wind turbine nacelle on turbine wake dynamics in large wind farms

(2019) Daniel Foti et al.   JOURNAL OF FLUID MECHANICS

Fast flow field prediction over airfoils using deep learning approach

(2019) Vinothkumar Sekar et al.   PHYSICS OF FLUIDS

Wind-Turbine and Wind-Farm Flows: A Review

(2019) Fernando Porté-Agel et al.   BOUNDARY-LAYER METEOROLOGY

Numerical study of wind turbine wakes over escarpments by a modified delayed detached eddy simulation

(2019) Guo-Wei Qian et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Large-Eddy Simulation of Yawed Wind-Turbine Wakes: Comparisons with Wind Tunnel Measurements and Analytical Wake Models

(2019) Mou Lin et al.   Energies

Wake modeling of wind turbines using machine learning

(2019) Zilong Ti et al.   APPLIED ENERGY

Numerical investigation of the average wind speed of a single wind turbine and development of a novel three-dimensional multiple wind turbine wake model

(2019) Haiying Sun et al.   RENEWABLE ENERGY

Study on an innovative three-dimensional wind turbine wake model

(2018) Haiying Sun et al.   APPLIED ENERGY

Review and evaluation of wake loss models for wind energy applications

(2018) Cristina L. Archer et al.   APPLIED ENERGY

A New Analytical Wake Model for Yawed Wind Turbines

(2018) Guo-Wei Qian et al.   Energies

Similarity of wake meandering for different wind turbine designs for different scales

(2018) Daniel Foti et al.   JOURNAL OF FLUID MECHANICS

A new Gaussian-based analytical wake model for wind turbines considering ambient turbulence intensities and thrust coefficient effects

(2018) Takeshi Ishihara et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Modelling of wind turbine wake using large eddy simulation

(2018) Nima Sedaghatizadeh et al.   RENEWABLE ENERGY

A new class of actuator surface models for wind turbines

(2018) Xiaolei Yang et al.   WIND ENERGY

Wind Turbine Wake Characterization with Nacelle-Mounted Wind Lidars for Analytical Wake Model Validation

(2018) Fernando Carbajo Fuertes et al.   Remote Sensing

Wake meandering of a model wind turbine operating in two different regimes

(2018) Daniel Foti et al.   Physical Review Fluids

Large-eddy simulation of a utility-scale wind farm in complex terrain

(2018) Xiaolei Yang et al.   APPLIED ENERGY

A two-dimensional model based on the expansion of physical wake boundary for wind-turbine wakes

(2018) Mingwei Ge et al.   APPLIED ENERGY

Quantification of power losses due to wind turbine wake interactions through SCADA, meteorological and wind LiDAR data

(2017) Said El-Asha et al.   WIND ENERGY

Effect of tower and nacelle on the flow past a wind turbine

(2017) Christian Santoni et al.   WIND ENERGY

Optimization of wind turbine layout position in a wind farm using a newly-developed two-dimensional wake model

(2016) Xiaoxia Gao et al.   APPLIED ENERGY

Wake meandering statistics of a model wind turbine: Insights gained by large eddy simulations

(2016) Daniel Foti et al.   Physical Review Fluids

A new analytical model for wind-turbine wakes

(2014) Majid Bastankhah et al.   RENEWABLE ENERGY

High-resolution numerical simulation of turbulence in natural waterways

(2010) Seokkoo Kang et al.   ADVANCES IN WATER RESOURCES

A smoothing technique for discrete delta functions with application to immersed boundary method in moving boundary simulations

(2009) Xiaolei Yang et al.   JOURNAL OF COMPUTATIONAL PHYSICS