Wind farm wake modeling based on deep convolutional conditional generative adversarial network

Seamless manga inpainting with semantics awareness

(2021) Minshan Xie et al.   ACM TRANSACTIONS ON GRAPHICS

Data-driven modelling of nonlinear spatio-temporal fluid flows using a deep convolutional generative adversarial network

(2020) M. Cheng et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

(2020) Jincheng Zhang et al.   AIAA JOURNAL

Wake model for horizontal-axis wind and hydrokinetic turbines in yawed conditions

(2019) Bingzheng Dou et al.   APPLIED ENERGY

Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem

(2019) Qian Wang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A novel wake model for yawed wind turbines

(2019) Daniel Lopez et al.   ENERGY

Validations of three-dimensional wake models with the wind field measurements in complex terrain

(2019) Haiying Sun et al.   ENERGY

Study on an innovative three-dimensional wind turbine wake model

(2018) Haiying Sun et al.   APPLIED ENERGY

Non-intrusive reduced order modeling of nonlinear problems using neural networks

(2018) J.S. Hesthaven et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Projection-based model reduction: Formulations for physics-based machine learning

(2018) Renee Swischuk et al.   COMPUTERS & FLUIDS

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

(2018) Mingwei Ge et al.   APPLIED ENERGY

Data-driven reduced order modeling for time-dependent problems

(2018) Mengwu Guo et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Analytical Modeling of Wind Farms: A New Approach for Power Prediction

(2016) Amin Niayifar et al.   Energies

Development and validation of a new two-dimensional wake model for wind turbine wakes

(2015) Linlin Tian et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Modeling turbine wakes and power losses within a wind farm using LES: An application to the Horns Rev offshore wind farm

(2015) Yu-Ting Wu et al.   RENEWABLE ENERGY

A new analytical model for wind-turbine wakes

(2014) Majid Bastankhah et al.   RENEWABLE ENERGY

Large eddy simulations of the flow past wind turbines: actuator line and disk modeling

(2014) Luis A. Martínez-Tossas et al.   WIND ENERGY

Simulation comparison of wake mitigation control strategies for a two-turbine case

(2014) Paul Fleming et al.   WIND ENERGY

Wind plant power optimization through yaw control using a parametric model for wake effects-a CFD simulation study

(2014) P. M. O. Gebraad et al.   WIND ENERGY

Large-eddy simulations of the Lillgrund wind farm

(2014) Karl Nilsson et al.   WIND ENERGY

Large-eddy simulation of a very large wind farm in a stable atmospheric boundary layer

(2011) Hao Lu et al.   PHYSICS OF FLUIDS

Experimental investigation of wake effects on wind turbine performance

(2011) M.S. Adaramola et al.   RENEWABLE ENERGY

Large eddy simulation study of fully developed wind-turbine array boundary layers

(2010) Marc Calaf et al.   PHYSICS OF FLUIDS