Aerodynamic modeling of wind turbine loads exposed to turbulent inflow and validation with experimental data
Sign Up to like & getrecommendations! Published in 2021 at "Energy"
DOI: 10.1016/j.energy.2021.120076
Abstract: Abstract The present paper is intended to assess the ability of the state-of-the-art computational fluid dynamics (CFD) and blade element momentum (BEM) approaches for accurate load predictions on a 2.3 MW wind turbine rotor. Three different… read more here.
Keywords: aerodynamic modeling; wind turbine; turbulent inflow; modeling wind ... See more keywords
Unsteady Aerodynamic Modeling and Analysis of Load Distribution for Helicopter Rotor Blades
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Aerospace Engineering"
DOI: 10.1061/(asce)as.1943-5525.0001355
Abstract: AbstractThe complexity of the kinematics and aerodynamics of rotors is a challenging problem for achieving accurate modeling for prediction of rotor loads. The present paper describes an unsteady a... read more here.
Keywords: modeling analysis; unsteady aerodynamic; modeling; rotor ... See more keywords
Manifold-Preserving Guided Aerodynamic Modeling for Heterogeneous Data
Sign Up to like & getrecommendations! Published in 2025 at "AIAA Journal"
DOI: 10.2514/1.j065256
Abstract: Efficient and high-fidelity aerodynamic modeling can significantly accelerate the early-stage design process of aircraft. Recent studies have advanced aerodynamic modeling by utilizing high-dimensional heterogeneous data (such as surface pressure distribution) with autoencoders, achieving higher accuracy… read more here.
Keywords: modeling; high dimensional; aerodynamic modeling; manifold preserving ... See more keywords