Multipoint high-fidelity CFD-based aerodynamic shape optimization of a 10 MW wind turbine

MHA Madsen, F Zahle, NN Sørensen… - Wind Energy …, 2019 - wes.copernicus.org
The wind energy industry relies heavily on computational fluid dynamics (CFD) to analyze
new turbine designs. To utilize CFD earlier in the design process, where lower-fidelity …

Invertible neural networks for airfoil design

A Glaws, RN King, G Vijayakumar, S Ananthan - AIAA journal, 2022 - arc.aiaa.org
The airfoil design problem, in which an engineer seeks a shape with desired performance
characteristics, is fundamental to aerodynamics. Design workflows traditionally rely on …

CNN-based flow control device modelling on aerodynamic airfoils

K Portal-Porras, U Fernandez-Gamiz, E Zulueta… - Scientific Reports, 2022 - nature.com
Wind energy has become an important source of electricity generation, with the aim of
achieving a cleaner and more sustainable energy model. However, wind turbine …

On the extension of kωSST corrections to predict flow separation on thick airfoils with leading‐edge roughness

R Gutierrez, R Zamponi, D Ragni, E Llorente… - Wind …, 2023 - Wiley Online Library
Modern wind turbines employ thick airfoils in the outer region of the blade with strong
adverse pressure gradients and high sensitivity to flow separation, which can be anticipated …

[HTML][HTML] Investigation of the three-dimensional flow past a flatback wind turbine airfoil at high angles of attack

M Manolesos, G Papadakis - Physics of Fluids, 2021 - pubs.aip.org
Flatback airfoils are airfoils with a blunt trailing edge. They are currently commonly used in
the inboard part of large wind turbine blades, as they offer a number of aerodynamic …

Parametric study of a gurney flap implementation in a du91w (2) 250 airfoil

I Aramendia, U Fernandez-Gamiz, E Zulueta… - Energies, 2019 - mdpi.com
The growth in size and weight of wind turbines over the last years has led to the
development of flow control devices, such as Gurney flaps (GFs). In the current work, a …

Computational modeling of gurney flaps and microtabs by POD method

U Fernandez-Gamiz, M Gomez-Mármol… - Energies, 2018 - mdpi.com
Gurney flaps (GFs) and microtabs (MTs) are two of the most frequently used passive flow
control devices on wind turbines. They are small tabs situated close to the airfoil trailing …

Microtab design and implementation on a 5 MW wind turbine

U Fernandez-Gamiz, E Zulueta, A Boyano… - Applied Sciences, 2017 - mdpi.com
Microtabs (MT) consist of a small tab placed on the airfoil surface close to the trailing edge
and perpendicular to the surface. A study to find the optimal position to improve airfoil …

Turbulence-model comparison for aerodynamic-performance prediction of a typical vertical-axis wind-turbine airfoil

A Meana-Fernández, JM Fernández Oro… - Energies, 2019 - mdpi.com
In this work, different turbulence models were applied to predict the performance of a DU-06-
W-200 airfoil, a typical choice for vertical-axis wind turbines (VAWT). A compromise between …

An integrated aero-structural model for ram-air kite simulations: with application to airborne wind energy

P Thedens - 2022 - research.tudelft.nl
The airborne wind energy (AWE) technology aims to utilise tethered wings to harvest wind
energy at altitudes conventional wind turbines cannot reach. There are two distinct methods …