Prediction of multiple-wake velocity and wind power using a cosine-shaped wake model

Z Zhang, P Huang - Renewable Energy, 2023 - Elsevier
It is well accepted the wakes induced by upstream turbines have an adverse impact on the
power production of downstream turbines and this ubiquitous phenomenon severely affects …

Artificial intelligence-aided wind plant optimization for nationwide evaluation of land use and economic benefits of wake steering

D Harrison-Atlas, A Glaws, RN King, E Lantz - Nature Energy, 2024 - nature.com
If clean energy pathways are to harness massive increases in wind power, innovations with
broad geographic viability will be needed to support buildout in diverse locations. However …

[HTML][HTML] Topology optimization of wind farm layouts

N Pollini - Renewable Energy, 2022 - Elsevier
A novel approach for the solution of the wind farm layout optimization problem is presented.
The annual energy production is maximized with constraints on the minimum and maximum …

[HTML][HTML] Evolution of eddy viscosity in the wake of a wind turbine

R Scott, L Martínez-Tossas, J Bossuyt… - Wind Energy …, 2023 - wes.copernicus.org
The eddy viscosity hypothesis is a popular method in wind turbine wake modeling for
estimating turbulent Reynolds stresses. We document the downstream evolution of eddy …

A fast-running physics-based wake model for a semi-infinite wind farm

M Bastankhah, MM Mohammadi, C Lees… - Journal of Fluid …, 2024 - cambridge.org
This paper presents a new generation of fast-running physics-based models to predict the
wake of a semi-infinite wind farm, extending infinitely in the lateral direction but with finite …

A Comparative Analysis of Actuator-Based Turbine Structure Parametrizations for High-Fidelity Modeling of Utility-Scale Wind Turbines under Neutral Atmospheric …

C Santoni, F Sotiropoulos, A Khosronejad - Energies, 2024 - mdpi.com
This study compared the efficacy of the actuator line and actuator surface models in carrying
out large-eddy simulations of a utility-scale wind turbine. A large-eddy simulation with the …

Validation of an interpretable data-driven wake model using lidar measurements from a free-field wake steering experiment

BAM Sengers, G Steinfeld, P Hulsman… - Wind Energy Science …, 2023 - wes.copernicus.org
Data-driven wake models have recently shown a high accuracy in reproducing wake
characteristics from numerical data sets. This study used wake measurements from a lidar …

Hyperparameter tuning framework for calibrating analytical wake models using SCADA data of an offshore wind farm

D van Binsbergen, PJ Daems… - Wind Energy …, 2024 - wes.copernicus.org
This work presents a robust methodology for calibrating analytical wake models, as
demonstrated on the velocity deficit parameters of the Gauss–curl hybrid model using 4 …

[HTML][HTML] Brief communication: A momentum-conserving superposition method applied to the super-Gaussian wind turbine wake model

F Blondel - Wind Energy Science, 2023 - wes.copernicus.org
Accurate wind farm flow predictions based on analytical wake models are crucial for wind
farm design and layout optimization. In this regard, wake superposition methods play a key …

Hyperparameter tuning framework for calibrating analytical wake models using SCADA data of an offshore wind farm applied on FLORIS

D van Binsbergen, PJ Daems… - Wind Energy …, 2023 - wes.copernicus.org
Calibrating analytical wake models for wind farm yield assessment and wind farm flow
control presents significant challenges. This study provides a robust methodology for the …