Periodic adjoints and anisotropic mesh adaptation in rotating frame for high-fidelity RANS turbomachinery applications
F Alauzet, L Frazza, D Papadogiannis - Journal of Computational Physics, 2022 - Elsevier
The scope of this paper is to demonstrate the viability and efficiency of metric-based
unstructured anisotropic mesh adaptation techniques to turbomachinery applications. The …
unstructured anisotropic mesh adaptation techniques to turbomachinery applications. The …
Vision 2030 Aircraft propulsion grand challenge problem: Full-engine CFD simulations with high geometric fidelity and physics accuracy
MS Anand, G Medic, U Paliath, KL Suder… - AIAA scitech 2021 …, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-0956. vid In 2014 NASA published
the outcome of the 2030 CFD (Computational Fluid Dynamics) Vision study:“CFD Vision …
the outcome of the 2030 CFD (Computational Fluid Dynamics) Vision study:“CFD Vision …
The application of support vector regression and virtual sample generation technique in the optimization design of transonic compressor
H Hu, Y Song, J Yu, Y Liu, F Chen - Aerospace Science and Technology, 2022 - Elsevier
With the development of artificial intelligence, machine learning technique has been applied
in turbomachinery optimization. However, the performance of a classic machine learning …
in turbomachinery optimization. However, the performance of a classic machine learning …
Blade/casing rubbing interactions in aircraft engines: Numerical benchmark and design guidelines based on NASA rotor 37
In order to improve the efficiency of aircraft engines, the reduction of clearances between
blade tips and their surrounding casing is one avenue manufacturers consider to lower …
blade tips and their surrounding casing is one avenue manufacturers consider to lower …
Numerical investigation of transonic axial compressor rotor flows using an improved transition-sensitized turbulence model
B Cui, X Wang, R Wang, Z Xiao - Physics of Fluids, 2021 - pubs.aip.org
Internal flows of transonic compressor rotors National Aeronautics and Space Administration
rotor 67/37 are numerically studied through the Reynolds-averaged Navier–Stokes …
rotor 67/37 are numerically studied through the Reynolds-averaged Navier–Stokes …
The application of support vector regression and mesh deformation technique in the optimization of transonic compressor design
H Hu, J Yu, Y Song, F Chen - Aerospace Science and Technology, 2021 - Elsevier
With the development of modern aero-engine, the compressor is required to achieve higher
performance such as transonic operation, high stage pressure ratio and efficiency. At …
performance such as transonic operation, high stage pressure ratio and efficiency. At …
ICSFoam: An OpenFOAM library for implicit coupled simulations of high-speed flows
When a strong coupling between the equations of a specific physical problem exists,
segregated solvers are likely to struggle or fail in finding the solution to the equation system …
segregated solvers are likely to struggle or fail in finding the solution to the equation system …
Mmgp: a mesh morphing gaussian process-based machine learning method for regression of physical problems under nonparametrized geometrical variability
F Casenave, B Staber… - Advances in Neural …, 2024 - proceedings.neurips.cc
When learning simulations for modeling physical phenomena in industrial designs,
geometrical variabilities are of prime interest. While classical regression techniques prove …
geometrical variabilities are of prime interest. While classical regression techniques prove …
Leakage uncertainties in compressors: The case of rotor 37
This paper revisits an old problem of validating computational fluid dynamics simulations
with experiments in turbomachinery. The case considered here is NASA rotor 37. Prior …
with experiments in turbomachinery. The case considered here is NASA rotor 37. Prior …
On the detection of nonlinear normal mode-related isolated branches of periodic solutions for high-dimensional nonlinear mechanical systems with frictionless contact …
T Vadcard, F Thouverez, A Batailly - Computer Methods in Applied …, 2024 - Elsevier
This contribution introduces a methodology for the detection of isolated branches of periodic
solutions to the nonlinear mechanical equation of motion for systems featuring frictionless …
solutions to the nonlinear mechanical equation of motion for systems featuring frictionless …