Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis

Abstract This work addresses the geometric parametrization of dynamic linear sloshing simulations using: (i) isogeometric analysis (IGA), (ii) projection-based reduced-order model (PROM) with proper orthogonal decomposition (POD), and (iii) energy-conserving sampling and weighting (ECSW). The originality of the approach lies in the combination of these three methods to generate parameterized, non-affine reduced-order models on a reference configuration, enabling the prediction of the dynamic behavior of free-surface liquids across various geometrical configurations. The proposed methodology involves generating a projection basis and a reduced-order model from off-line time integration simulations. This PROM enables fast and reliable parameterized on-line response evaluations of liquid pressure in the time domain under prescribed accelerations. Numerical examples demonstrate the speed-up and accuracy of the reduced-order model compared to the high-dimensional model. Graphic abstract

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Publication Details

Journal
Advanced Modeling and Simulation in Engineering Sciences
Published
2025-10-14
DOI
https://doi.org/10.1186/s40323-025-00307-4
Primary Topic
Fluid Dynamics Simulations and Interactions
Type
article
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article

Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis

Jean‐François Deü, Christophe Hoareau, Roger Ohayon
Advanced Modeling and Simulation in Engineering Sciences
Fluid Dynamics Simulations and Interactions
article

Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis

Jean‐François Deü, Christophe Hoareau, Roger Ohayon
article en

Abstract

Abstract This work addresses the geometric parametrization of dynamic linear sloshing simulations using: (i) isogeometric analysis (IGA), (ii) projection-based reduced-order model (PROM) with proper orthogonal decomposition (POD), and (iii) energy-conserving sampling and weighting (ECSW). The originality of the approach lies in the combination of these three methods to generate parameterized, non-affine reduced-order models on a reference configuration, enabling the prediction of the dynamic behavior of free-surface liquids across various geometrical configurations. The proposed methodology involves generating a projection basis and a reduced-order model from off-line time integration simulations. This PROM enables fast and reliable parameterized on-line response evaluations of liquid pressure in the time domain under prescribed accelerations. Numerical examples demonstrate the speed-up and accuracy of the reduced-order model compared to the high-dimensional model. Graphic abstract

Advanced Modeling and Simulation in Engineering SciencesVol. 12(1)
Conservatoire National des Arts et Métiers (FR)
Openalex Percentile: Top 69%
Fluid Dynamics Simulations and Interactions
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Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis — Jean‐François Deü, Christophe Hoareau, et al. · Advanced Modeling and Simulation in Engineering Sciences (2025) | TGRS Research Map | TGRS