Machine learning-based approach to wind turbine wake prediction under yawed conditions
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 …
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 …
and stringent environmental regulations in the subsequent decades. Horizontal-axis wind …
[HTML][HTML] Improved order of magnitude estimate of rotational effects on hawts
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
fields related to wind turbines. Although many authors have studied the phenomenon …