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
Authors
- Jean‐François Deü (ORCID: https://orcid.org/0000-0002-0107-8024)
- Christophe Hoareau (ORCID: https://orcid.org/0000-0001-8696-8036)
- Roger Ohayon
Institutions
- Conservatoire National des Arts et Métiers (FR)
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
- Field-Weighted Citation Impact
- 0.00