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A reduced-order model for segregated fluid–structure interaction solvers based on an ALE approach

Ngan, Valentin Nkana
•
Stabile, Giovanni
•
Mola, Andrea
•
Rozza, Gianluigi
2025
  • journal article

Periodico
COMPUTERS & FLUIDS
Abstract
This article presents a Galerkin projection-based reduced-order modeling (ROM) approach for segregated fluid–structure interaction (FSI) problems, formulated within an Arbitrary Lagrangian–Eulerian (ALE) framework at low Reynolds numbers using the Finite Volume Method (FVM). The ROM is constructed using Proper Orthogonal Decomposition (POD) and incorporates a data-driven technique that combines classical Galerkin projection with radial basis function (RBF) networks. The results demonstrate the numerical stability and accuracy of the proposed method relative to the high-fidelity model.The ROM successfully captures transient flow fields and, importantly, the forces acting on the moving structure without exhibiting unphysical growth or divergence over time. This is further supported by the bounded evolution of error metrics and physical observables, which remain consistent with the full-order simulations throughout the prediction horizon. The method's effectiveness is verified through a benchmark vortex-induced vibration (VIV) case involving a circular cylinder at Reynolds number Re=200. The hybrid ROM approach yields an accurate and efficient tool for solving FSI problems involving mesh motion.
DOI
10.1016/j.compfluid.2025.106824
WOS
WOS:001576225800001
Archivio
https://hdl.handle.net/20.500.11767/151893
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-105016098128
https://arxiv.org/abs/2305.13613
https://ricerca.unityfvg.it/handle/20.500.11767/151893
Diritti
closed access
license:copyright dell'editore
license uri:publisher
Soggetti
  • Finite Volume Method

  • Fluid–structure inter...

  • Mesh motion

  • OpenFOAM

  • Proper orthogonal dec...

  • Radial basis function...

  • Reduced-order model

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