In this article the procedure and method for the ice accretion prediction for different airfoils
using artificial neural networks (ANNs) are discussed. A dataset for the neural network is …

A workflow for the numerical prediction of in-flight ice accretion on 3D structures is
presented. The method is based on the predictor–corrector approach, which has been so far …

A scaled version of the APT70 drone rotor, typical of small to medium UAV rotors, was tested
in a 9-meter-high cold chamber for a wide range of icing parameters. The drone rotor used …

Experimental and numerical fluid dynamics studies highlight a change of flow structure in
the presence of surface roughness. The changes involve both wall heat transfer and skin …

The numerical prediction of in-flight ice accretion involves a sequential call to different
modules including mesh generation, aerodynamics, droplet trajectories, wall heat transfer …

UAV rotors are at a high risk of ice accumulation during their operations in icing conditions.
Thermal ice protection systems (IPSs) are being employed as a means of protecting rotor …

This paper describes a stochastic ice accretion method to model in-flight ice accretion. The
approach consists in complementing the deterministic quasi-steady process generally used …

The effects of atmospheric icing can be anticipated by Computational Fluid Dynamics (CFD).
Past studies show that the convective heat transfer influences the ice accretion and is itself a …

A method to simulate ice accretion on swept wings using a two-dimensional Navier-Stokes
airflow solver, an Eulerian droplets field formulation and a PDE based thermodynamic …

Three main approaches to the geometrical evolution of ice accretion are presented to
discuss the impact of ice mass conservation in ice accretion simulations. An algebraic …