Machine learning-based optimization of a pitching airfoil performance in dynamic stall conditions using a suction controller

S Kasmaiee, M Tadjfar, S Kasmaiee - Physics of Fluids, 2023 - pubs.aip.org
Flow separation control on oscillating airfoils is crucial for enhancing the efficiency of turbine
blades. In this study, a genetic algorithm was employed to optimize the configuration of a …

Combined effect of passive vortex generators and leading-edge roughness on dynamic stall of the wind turbine airfoil

C Zhu, Y Qiu, Y Feng, T Wang, H Li - Energy Conversion and Management, 2022 - Elsevier
Dynamic stall causes the highly unsteady and nonlinear aerodynamic loads on wind
turbines. Recently, dynamic stall with passive vortex generators (VGs) and leading-edge …

[HTML][HTML] Active flow control for power enhancement of vertical axis wind turbines: Leading-edge slot suction

A Rezaeiha, H Montazeri, B Blocken - Energy, 2019 - Elsevier
Vertical axis wind turbines (VAWTs) suffer from a poor power performance at low tip speed
ratios, where their blade aerodynamics are dominated by unsteady separation and dynamic …

Effects of the Reynolds number and reduced frequency on the aerodynamic performance and dynamic stall behaviors of a vertical axis wind turbine

C Zhu, H Yang, Y Qiu, G Zhou, L Wang, Y Feng… - Energy Conversion and …, 2023 - Elsevier
Dynamic stall is the main reason for the low power efficiency of vertical axis wind turbines
(VAWTs) at low tip speed ratios, where the utilizable wind kinetic energy is also high …

Effects of the height and chordwise installation of the vane-type vortex generators on the unsteady aerodynamics of a wind turbine airfoil undergoing dynamic stall

C Zhu, Y Feng, X Shen, Z Dang, J Chen, Y Qiu, Y Feng… - Energy, 2023 - Elsevier
Dynamic stall can produce nonlinear and unsteady aerodynamic loads on wind turbines. It
has attracted considerable attention recently by introducing vortex generators (VGs) to …

Modeling the interplay between the shear layer and leading edge suction during dynamic stall

J Deparday, K Mulleners - Physics of Fluids, 2019 - pubs.aip.org
The dynamic stall development on a pitching airfoil at Re= 10 6 was investigated by time-
resolved surface pressure and velocity field measurements. Two stages were identified in …

Dynamic stall of the wind turbine airfoil and blade undergoing pitch oscillations: A comparative study

C Zhu, Y Qiu, T Wang - Energy, 2021 - Elsevier
Dynamic stall significantly causes the unsteady aerodynamic loads on horizontal axis wind
turbines. However, many studies are about dynamic stall of 2D airfoils rather than 3D …

A two-way coupling method for the study of aeroelastic effects in large wind turbines

G Della Posta, S Leonardi, M Bernardini - Renewable Energy, 2022 - Elsevier
The relevant size of state-of-the-art wind turbines suggests a significant Fluid-Structure
Interaction. Given the difficulties to measure the phenomena occurring, researchers …

Dynamic stall modeling of wind turbine blade sections based on a data-knowledge fusion method

Z Shi, C Gao, Z Dou, W Zhang - Energy, 2024 - Elsevier
Dynamic stall often leads to unsteady load and performance degradation in horizontal axis
wind turbines. Therefore, accurate modeling of dynamic stall is crucial. However, due to the …

Residual circulation budget analysis in a Wells turbine with leading-edge micro-cylinders

K Geng, C Yang, B Zhao, W Zhao, J Gao, C Hu… - Renewable Energy, 2023 - Elsevier
To further interpret the control mechanisms of leading-edge micro-cylinders for flow
separation in a Wells turbine, the residual circulation budget was performed through an …