TY - JOUR
T1 - A novel iterative penalty method to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamics problems
JF - Communications in Computational Physics
Y1 - 2021
A1 - Kelbij Star
A1 - Giovanni Stabile
A1 - Francesco Belloni
A1 - Gianluigi Rozza
A1 - Joris Degroote
AB - A Finite-Volume based POD-Galerkin reduced order model is developed for fluid dynamic problems where the (time-dependent) boundary conditions are controlled using two different boundary control strategies: the control function method, whose aim is to obtain homogeneous basis functions for the reduced basis space and the penalty method where the boundary conditions are enforced in the reduced order model using a penalty factor. The penalty method is improved by using an iterative solver for the determination of the penalty factor rather than tuning the factor with a sensitivity analysis or numerical experimentation. The boundary control methods are compared and tested for two cases: the classical lid driven cavity benchmark problem and a Y-junction flow case with two inlet channels and one outlet channel. The results show that the boundaries of the reduced order model can be controlled with the boundary control methods and the same order of accuracy is achieved for the velocity and pressure fields. Finally, the speedup ratio between the reduced order models and the full order model is of the order 1000 for the lid driven cavity case and of the order 100 for the Y-junction test case.
PB - Global Science Press
VL - 30
ER -
TY - CONF
T1 - POD-Galerkin Reduced Order Model of the Boussinesq Approximation for Buoyancy-Driven Enclosed Flows
T2 - International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2019
Y1 - 2019
A1 - Kelbij Star
A1 - Giovanni Stabile
A1 - Sokratia Georgaka
A1 - Francesco Belloni
A1 - Gianluigi Rozza
A1 - Joris Degroote
JF - International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering, M and C 2019
SN - 9780894487699
ER -