TY - JOUR
T1 - Isogeometric analysis-based reduced order modelling for incompressible linear viscous flows in parametrized shapes
AU - Salmoiraghi, Filippo
AU - Ballarin, Francesco
AU - Heltai, Luca
AU - Rozza, Gianluigi
PY - 2016
Y1 - 2016
N2 - In this work we provide a combination of isogeometric analysis with reduced order modelling techniques, based on proper orthogonal decomposition, to guarantee computational reduction for the numerical model, and with free-form deformation, for versatile geometrical parametrization. We apply it to computational fluid dynamics problems considering a Stokes flow model. The proposed reduced order model combines efficient shape deformation and accurate and stable velocity and pressure approximation for incompressible viscous flows, computed with a reduced order method. Efficient offline–online computational decomposition is guaranteed in view of repetitive calculations for parametric design and optimization problems. Numerical test cases show the efficiency and accuracy of the proposed reduced order model.
AB - In this work we provide a combination of isogeometric analysis with reduced order modelling techniques, based on proper orthogonal decomposition, to guarantee computational reduction for the numerical model, and with free-form deformation, for versatile geometrical parametrization. We apply it to computational fluid dynamics problems considering a Stokes flow model. The proposed reduced order model combines efficient shape deformation and accurate and stable velocity and pressure approximation for incompressible viscous flows, computed with a reduced order method. Efficient offline–online computational decomposition is guaranteed in view of repetitive calculations for parametric design and optimization problems. Numerical test cases show the efficiency and accuracy of the proposed reduced order model.
KW - Computational fluid dynamics (CFD)
KW - Free form deformation (FFD)
KW - Isogeometric analysis (IGA)
KW - Proper orthogonal decomposition (POD)
KW - Reduced order models (ROM)
KW - Stokes flows
KW - Computational fluid dynamics (CFD)
KW - Free form deformation (FFD)
KW - Isogeometric analysis (IGA)
KW - Proper orthogonal decomposition (POD)
KW - Reduced order models (ROM)
KW - Stokes flows
UR - http://hdl.handle.net/10807/174131
U2 - 10.1186/s40323-016-0076-6
DO - 10.1186/s40323-016-0076-6
M3 - Article
SN - 2213-7467
VL - 3
SP - 1
EP - 22
JO - Advanced Modeling and Simulation in Engineering Sciences
JF - Advanced Modeling and Simulation in Engineering Sciences
ER -