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

IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Valentin Nkana Ngan , Giovanni Stabile , Andrea Mola , Gianluigi Rozza
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引用次数: 0

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.
基于ALE方法的分离流固耦合解的降阶模型
本文提出了一种基于Galerkin投影的分离流固相互作用(FSI)问题的降阶建模(ROM)方法,该方法在低雷诺数下使用有限体积法(FVM)在任意拉格朗日-欧拉(ALE)框架内制定。该ROM采用适当正交分解(POD)构造,并结合了经典伽辽金投影与径向基函数(RBF)网络的数据驱动技术。结果表明,该方法相对于高保真模型具有较高的数值稳定性和精度。ROM成功地捕获了瞬态流场,更重要的是,它捕捉到了作用在移动结构上的力,而不会随着时间的推移出现非物理的增长或发散。这进一步得到了误差度量和物理可观测值的有限演化的支持,它们在整个预测范围内与全阶模拟保持一致。通过雷诺数Re=200的圆柱涡激振动实验验证了该方法的有效性。混合ROM方法为解决涉及网格运动的FSI问题提供了准确有效的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Fluids
Computers & Fluids 物理-计算机:跨学科应用
CiteScore
5.30
自引率
7.10%
发文量
242
审稿时长
10.8 months
期刊介绍: Computers & Fluids is multidisciplinary. The term ''fluid'' is interpreted in the broadest sense. Hydro- and aerodynamics, high-speed and physical gas dynamics, turbulence and flow stability, multiphase flow, rheology, tribology and fluid-structure interaction are all of interest, provided that computer technique plays a significant role in the associated studies or design methodology.
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