Multi-Frequency Aeroelastic ROM for Transonic Compressors

The accurate prediction of the aeroelastic behavior of turbomachinery for aircraft propulsion poses a difficult yet fundamental challenge, since modern aircraft engines tend to adopt increasingly slender blades to achieve a higher aerodynamic efficiency, incurring an increased aeroelastic interaction as a drawback. In the present work, we present a reduced order model for flutter prediction in axial compressors. The model exploits the aerodynamic influence coefficients technique with the adoption of a broadband frequency signal to compute the aerodynamic damping for multiple reduced frequencies using a single training simulation. The normalized aerodynamic work is computed for a single oscillation mode at three different vibration frequencies, comparing the outputs of aerodynamic input/output models trained with a chirp signal to those from single-frequency harmonic simulations. The results demonstrate the ability of the adopted model to accurately and efficiently reproduce the aerodynamic damping at multiple frequencies and arbitrary nodal diameters with a single simulation.

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Publication Details

Journal
Aerospace
Published
2024-12-19
DOI
https://doi.org/10.3390/aerospace11121036
Primary Topic
Computational Fluid Dynamics and Aerodynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-Frequency Aeroelastic ROM for Transonic Compressors

Andrea Magrini, Marco Casoni, Ernesto Benini
1 links
Aerospace
Computational Fluid Dynamics and Aerodynamics
article

Multi-Frequency Aeroelastic ROM for Transonic Compressors

Andrea Magrini, Marco Casoni, Ernesto Benini
article en

Abstract

The accurate prediction of the aeroelastic behavior of turbomachinery for aircraft propulsion poses a difficult yet fundamental challenge, since modern aircraft engines tend to adopt increasingly slender blades to achieve a higher aerodynamic efficiency, incurring an increased aeroelastic interaction as a drawback. In the present work, we present a reduced order model for flutter prediction in axial compressors. The model exploits the aerodynamic influence coefficients technique with the adoption of a broadband frequency signal to compute the aerodynamic damping for multiple reduced frequencies using a single training simulation. The normalized aerodynamic work is computed for a single oscillation mode at three different vibration frequencies, comparing the outputs of aerodynamic input/output models trained with a chirp signal to those from single-frequency harmonic simulations. The results demonstrate the ability of the adopted model to accurately and efficiently reproduce the aerodynamic damping at multiple frequencies and arbitrary nodal diameters with a single simulation.

AerospaceVol. 11(12)
University of Padua (IT)
Università degli Studi di Padova
Affordable and clean energy
Openalex Percentile: Top 74%
Computational Fluid Dynamics and Aerodynamics
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Multi-Frequency Aeroelastic ROM for Transonic Compressors — Andrea Magrini, Marco Casoni, et al. · Aerospace (2024) | TGRS Research Map | TGRS