Machine learning-based approach to wind turbine wake prediction under yawed conditions

MK Gajendran, IFSA Kabir, S Vadivelu… - Journal of Marine Science …, 2023 - mdpi.com
As wind energy continues to be a crucial part of sustainable power generation, the need for
precise and efficient modeling of wind turbines, especially under yawed conditions …

[HTML][HTML] An XAI Framework for Predicting Wind Turbine Power under Rainy Conditions Developed Using CFD Simulations

IF Syed Ahmed Kabir, MK Gajendran, PMP Taslim… - Atmosphere, 2024 - mdpi.com
Renewable energy sources are essential to address climate change, fossil fuel depletion,
and stringent environmental regulations in the subsequent decades. Horizontal-axis wind …

[HTML][HTML] Improved order of magnitude estimate of rotational effects on hawts

Y Ouakki, A Arbaoui - Results in Engineering, 2023 - Elsevier
This work proposes an improved order of magnitude estimate methodology of rotational
effects on wind turbines, by applying the partial pressure field concept to the case of rotating …

Detailed CFD-BEM analysis about the effects of twist and taper of HAWTs on the rotational augmentation phenomenon

S Mauro, R Lanzafame, M Messina - Energy, 2024 - Elsevier
The rotational effects on blade flow in Horizontal Axis Wind Turbines (HAWTs) are essential
for accurate rotor design, as they significantly influence blade performance. While advanced …

[HTML][HTML] A Refined Approach for Angle of Attack Estimation and Dynamic Force Hysteresis in H-Type Darrieus Wind Turbines

J Michna, K Rogowski - Energies, 2024 - mdpi.com
This study investigates the aerodynamic performance and flow dynamics of an H-type
Darrieus vertical axis wind turbine (VAWT) using combined numerical and experimental …

Benchmarking the Performance of the Actuator-Disk Method for Low-Pressure Axial Flow Fan Simulation

A Venter, M Owen, J Muiyser - Journal of Fluids …, 2025 - asmedigitalcollection.asme.org
The actuator-disk method is a cost-effective simulation tool that implicitly represents the rotor
of a turbomachine using a blade-element approach combined with 2D airfoil coefficient input …

Computational investigation and validation of new MEXICO experiment

M Shaik, B Subramanian - Wind Engineering, 2024 - journals.sagepub.com
A computational investigation of New MEXICO test cases operating under axial flow
conditions is reported. Three wind speed cases (10, 15, 24 m/s) corresponding to three …

Application of virtual reality and multimedia integration in piano teaching of sound education major in colleges and universities

P Liu - International Journal of Networking and Virtual …, 2023 - inderscienceonline.com
The research has organically integrated VR and multimedia technology, built a
corresponding piano teaching platform, and verified its effectiveness through experiments …

Scaling Function Learning: A sparse aerodynamic data reconstruction method for generalizing aircraft shapes

H Lin, X Wang, W Zhang - arXiv preprint arXiv:2411.08662, 2024 - arxiv.org
Accurate and complete aerodynamic data sets are the basis for comprehensive and
accurate evaluation of the overall performance of aircraft. However, the sampling cost of full …

On the influence of twist and taper of HAWT blades on the rotational augmentation phenomenon: the NREL Phase VI–Phase II comparison

S Mauro, R Lanzafame, M Messina… - Journal of Physics …, 2023 - iopscience.iop.org
The physics of 3D flows on rotating blades is currently one of the most important research
fields related to wind turbines. Although many authors have studied the phenomenon …