LiDAR measurements for an onshore wind farm: Wake variability for different incoming wind speeds and atmospheric stability regimes
Wind measurements were performed with the UTD mobile LiDAR station for an onshore
wind farm located in Texas with the aim of characterizing evolution of wind‐turbine wakes for …
wind farm located in Texas with the aim of characterizing evolution of wind‐turbine wakes for …
[HTML][HTML] Optimal tuning of engineering wake models through lidar measurements
Engineering wake models provide the invaluable advantage to predict wind turbine wakes,
power capture, and, in turn, annual energy production for an entire wind farm with very low …
power capture, and, in turn, annual energy production for an entire wind farm with very low …
Predicting wind farm operations with machine learning and the P2D‐RANS model: A case study for an AWAKEN site
The power performance and the wind velocity field of an onshore wind farm are predicted
with machine learning models and the pseudo‐2D RANS model, then assessed against …
with machine learning models and the pseudo‐2D RANS model, then assessed against …
[HTML][HTML] A Call for Enhanced Data-Driven Insights into Wind Energy Flow Physics
With the increased availability of experimental measurements aiming at probing wind
resources and wind turbine operations, machine learning (ML) models are poised to …
resources and wind turbine operations, machine learning (ML) models are poised to …
[PDF][PDF] Quantification of the axial induction exerted by utility-scale wind turbines by coupling LiDAR measurements and RANS simulations
The axial induction exerted by utility-scale wind turbines for different operative and
atmospheric conditions is estimated by coupling ground-based LiDAR measurements and …
atmospheric conditions is estimated by coupling ground-based LiDAR measurements and …
Wind lidar measurements of wind turbine wakes evolving over flat and complex terrains: ensemble statistics of the velocity field
Wind velocity measurements of wakes generated by utility-scale wind turbines were
performed with the University of Texas at Dallas (UTD) mobile LiDAR station for wind farms …
performed with the University of Texas at Dallas (UTD) mobile LiDAR station for wind farms …
Wake characterization of a multipurpose scaled wind turbine model
E Nanos, J Robke, F Heckmeier, K Jones… - AIAA Scitech 2019 …, 2019 - arc.aiaa.org
The increasing need for validation of reduced-order wind-farm models over the last years
requires even more sophisticated scaled wind turbines for wind tunnel testing. In this article …
requires even more sophisticated scaled wind turbines for wind tunnel testing. In this article …