Aerodynamic analysis and ANN-based optimization of NACA airfoils for enhanced UAV performance

Aerodynamic analysis and ANN-based optimization of NACA airfoils for enhanced UAV performance

Abstract The performance of unmanned aerial vehicles (UAVs) is strongly dependent on the design of their airfoils, particularly in applications necessitating high maneuverability, stability, and efficiency. This study analyzed three National Advisory Committee for Aeronautics (NACA) airfoil profiles...

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Bibliographic Details
Main Authors: Sanan H. Khan, Mohd Danish, Md. Ayaz, Afsar Husain, Shamma Saeed, Shamma Abdulla, Shama Shaheen, Alia Saeed, Ahmed Thaher
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
UAVs
NACA airfoils
Aerodynamic optimization
Hybrid ANN-GA
Computational fluid dynamics (CFD)
Online Access:https://doi.org/10.1038/s41598-025-95848-4
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