A POD-based reduced order model applied to 1D shallow water equations

Solán-Fustero, P. (Universidad de Zaragoza) ; Gracia, J. L. (Universidad de Zaragoza) ; Navas-Montilla, A. (Universidad de Zaragoza) ; García-Navarro, P. (Universidad de Zaragoza)

Resumen: Many environmental problems involving free surface flow can be solved using the shallow water equations (SWE) often involving high computational costs due to the large spatial and temporal scales of the events. In recent times, reduced order models (ROM) techniques are increasingly used to improve the computational efficiency of simulation models. The Proper Orthogonal Decomposition (POD) method provides an orthogonal basis for representing a given set of data and constructing the ROM by means of the method of snapshots. In this work, a POD-based intrusive ROM strategy is applied to the 1D SWE. The main goal of this work is to build a simulation model able to reproduce realistic scenarios. We analyse the computational improvement and the accuracy of the ROM results with respect to those of the full-order model (FOM).

Idioma: Inglés

DOI: 10.1088/1755-1315/1136/1/012036

Año: 2023

Publicado en: IOP Conference Series: Earth and Environmental Science 1136, 1 (2023), 012036[10 pp.]
ISSN: 1755-1307

Factor impacto CITESCORE: 1.0 - Earth and Planetary Sciences (all) (Q3) - Environmental Science (all) (Q4)

Factor impacto SCIMAGO: 0.199 - Earth and Planetary Sciences (miscellaneous) - Physics and Astronomy (miscellaneous) - Environmental Science (miscellaneous)

Financiación: info:eu-repo/grantAgreement/ES/DGA-FEDER/T32-20R
Financiación: info:eu-repo/grantAgreement/ES/DGA-FSE/E24-17R
Financiación: info:eu-repo/grantAgreement/ES/MICINN-FEDER/PGC2018-094341-B-I00

Tipo y forma: Article (Published version)

Área (Departamento): Área Matemática Aplicada (Dpto. Matemática Aplicada)
Área (Departamento): Área Mecánica de Fluidos (Dpto. Ciencia Tecnol.Mater.Fl.)