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Machine learning approach for flow fields over a circular cylinder based on particle image velocimetry measurements
Flow around a circular cylinder has been experimentally studied at Reynolds numbers of
Re= 4× 10 3 and Re= 8× 10 3 using Particle Image Velocimetry (PIV). The Artificial Neural …
Re= 4× 10 3 and Re= 8× 10 3 using Particle Image Velocimetry (PIV). The Artificial Neural …
[HTML][HTML] Implicit rule for the application of the 2-parameters RANS turbulence models to solve flow problems around wind turbine rotor profiles
OO Ajayi, L Unser, JO Ojo - Cleaner Engineering and Technology, 2023 - Elsevier
Appropriate wind farm layout design depends on the accurate prediction of flow
characteristics around turbine's rotor, especially as it affects downstream turbines. The …
characteristics around turbine's rotor, especially as it affects downstream turbines. The …
Improvement of turbulent flow in a bend using rotational guide vane: A shape optimization
The present study aims to minimize velocity disruption using rotational guide vane (RGV)
before the 90 pipe bend where the curvature ratio is r/D= 1.0 at Re= 3× 10 4. The …
before the 90 pipe bend where the curvature ratio is r/D= 1.0 at Re= 3× 10 4. The …
A study on performance and flow characteristics of single and double H-type Darrieus turbine for a hydro farm application
The wake of a turbine has a significant effect on the performance of downstream turbine for a
hydro farm application's energy conversion in a channel flow. The performance and wake …
hydro farm application's energy conversion in a channel flow. The performance and wake …
Numerical evolution of unsteady wake characteristics of H-type Darrieus Hydrokinetic Turbine for a hydro farm arrangement
In this study, the CFD method is carried out in the wake region of an H-type Darrieus
hydrokinetic turbine. The hydrodynamic investigation was examined with symmetric and non …
hydrokinetic turbine. The hydrodynamic investigation was examined with symmetric and non …
Large-eddy simulation of a full-scale underwater energy storage accumulator
Underwater energy storage provides an alternative to conventional underground, tank, and
floating storage. This study presents an underwater energy storage accumulator concept …
floating storage. This study presents an underwater energy storage accumulator concept …
Flow characteristics and passive flow control of circular cylinders with triangular vortex generators: An experimental investigation
MH Aksoy - Applied Ocean Research, 2024 - Elsevier
Optimizing flow patterns around cylinders is crucial for diverse engineering applications,
aiming to mitigate vibrations induced by vortex shedding and minimize drag. Strategies …
aiming to mitigate vibrations induced by vortex shedding and minimize drag. Strategies …
The groove effect on wake characteristics of rotating cylinders
In the present study, active and passive flow control methods have been implemented to
investigate their effects on the wake flow structures of a circular cylinder. Grooves having …
investigate their effects on the wake flow structures of a circular cylinder. Grooves having …
Reconstruction of flow field with missing experimental data of a circular cylinder via machine learning algorithm
In this study, artificial neural networks (ANNs) have been implemented to recover missing
data from the particle image velocimetry (PIV), providing quantitative measurements of …
data from the particle image velocimetry (PIV), providing quantitative measurements of …
Numerical study on the effect of braking plates on flow structure and vehicle and enhanced braking of vehicles inside and outside tunnels
With the continuous improvement of train speeds, aerodynamic braking is a good choice to
effectively reduce the braking distance. In this study, unsteady aerodynamic characteristics …
effectively reduce the braking distance. In this study, unsteady aerodynamic characteristics …