[HTML][HTML] Wind-turbine and wind-farm flows: a review
Wind energy, together with other renewable energy sources, are expected to grow
substantially in the coming decades and play a key role in mitigating climate change and …
substantially in the coming decades and play a key role in mitigating climate change and …
Flow structure and turbulence in wind farms
RJAM Stevens, C Meneveau - Annual review of fluid mechanics, 2017 - annualreviews.org
Similar to other renewable energy sources, wind energy is characterized by a low power
density. Hence, for wind energy to make considerable contributions to the world's overall …
density. Hence, for wind energy to make considerable contributions to the world's overall …
Wake modeling of wind turbines using machine learning
In the paper, a novel framework that employs the machine learning and CFD (computational
fluid dynamics) simulation to develop new wake velocity and turbulence models with high …
fluid dynamics) simulation to develop new wake velocity and turbulence models with high …
[HTML][HTML] Analytical modeling of wind farms: A new approach for power prediction
A Niayifar, F Porté-Agel - Energies, 2016 - mdpi.com
Wind farm power production is known to be strongly affected by turbine wake effects. The
purpose of this study is to develop and test a new analytical model for the prediction of wind …
purpose of this study is to develop and test a new analytical model for the prediction of wind …
[HTML][HTML] Comparison of wind farm large eddy simulations using actuator disk and actuator line models with wind tunnel experiments
We compare wind farm large eddy simulations with the EPFL wind tunnel measurement by
Chamorro and Porté-Agel (Bound-Lay. Meteorol. 136, 515 (2010) and Energies 4, 1916 …
Chamorro and Porté-Agel (Bound-Lay. Meteorol. 136, 515 (2010) and Energies 4, 1916 …
[HTML][HTML] Digital twin of wind farms via physics-informed deep learning
J Zhang, X Zhao - Energy Conversion and Management, 2023 - Elsevier
The spatiotemporal flow field in a wind farm determines the wind turbines' energy production
and structural fatigue. However, it is not obtainable by the current measurement, modeling …
and structural fatigue. However, it is not obtainable by the current measurement, modeling …
Wind tunnel tests for wind turbines: A state-of-the-art review
Wind turbine (WT) experiments in wind tunnels can benefit the efficient utilization of wind
energy in many aspects, such as the testing of new products, the validation of numerical …
energy in many aspects, such as the testing of new products, the validation of numerical …
Artificial Neural Networks based wake model for power prediction of wind farm
In the wind industry, power prediction of wind farm is commonly implemented by analytical
wake models, which is low-cost but insufficient in accuracy for high-turbulent wake …
wake models, which is low-cost but insufficient in accuracy for high-turbulent wake …
Influence of atmospheric stability on wind-turbine wakes: A large-eddy simulation study
M Abkar, F Porté-Agel - Physics of fluids, 2015 - pubs.aip.org
In this study, large-eddy simulation is combined with a turbine model to investigate the
influence of atmospheric thermal stability on wind-turbine wakes. The simulation results …
influence of atmospheric thermal stability on wind-turbine wakes. The simulation results …
Wind farm layout optimization to minimize the wake induced turbulence effect on wind turbines
L Cao, M Ge, X Gao, B Du, B Li, Z Huang, Y Liu - Applied Energy, 2022 - Elsevier
High turbulence intensity induced by the wake effect in wind farms is of great significance to
the fatigue life of wind turbines. However, previous wind farm layout optimization (WFLO) …
the fatigue life of wind turbines. However, previous wind farm layout optimization (WFLO) …