Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis
Year: 2025
Type: article
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: C. Hoareau, J.-F. Deü, R. Ohayon
Language: English
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: gold
Estimated APC paid: $1,890
OpenAlex ID: W4415143500