TY - JOUR
T1 - Development of a coupling between a system thermal–hydraulic code and a reduced order CFD model
AU - Star, Kelbij
AU - Spina, Giuseppe
AU - Belloni, Francesco
AU - Degroote, Joris
N1 - Score=10
PY - 2021/4
Y1 - 2021/4
N2 - The nuclear community has coupled several three-dimensional Computational Fluid Dynamics (CFD) solvers with one-dimensional system thermal–hydraulic (STH) codes. This work proposes to replace the CFD solver by a reduced order model (ROM) to reduce the computational cost. The system code RELAP5-MOD3.3 and a ROM of the finite volume CFD solver OpenFOAM are coupled by a partitioned domain decomposition coupling algorithm using an implicit coupling scheme. The velocity transported over a coupling boundary interface is imposed in the ROM using a penalty method. The coupled models are evaluated on open and closed pipe flow configurations. The results of the coupled simulations with the ROM are close to those with the CFD solver. Also for new parameter sets, the coupled RELAP5/ROM models are capable of predicting the coupled RELAP5/CFD results with good accuracy. Finally, coupling with the ROM is 3–5 times faster than coupling with the CFD solver.
AB - The nuclear community has coupled several three-dimensional Computational Fluid Dynamics (CFD) solvers with one-dimensional system thermal–hydraulic (STH) codes. This work proposes to replace the CFD solver by a reduced order model (ROM) to reduce the computational cost. The system code RELAP5-MOD3.3 and a ROM of the finite volume CFD solver OpenFOAM are coupled by a partitioned domain decomposition coupling algorithm using an implicit coupling scheme. The velocity transported over a coupling boundary interface is imposed in the ROM using a penalty method. The coupled models are evaluated on open and closed pipe flow configurations. The results of the coupled simulations with the ROM are close to those with the CFD solver. Also for new parameter sets, the coupled RELAP5/ROM models are capable of predicting the coupled RELAP5/CFD results with good accuracy. Finally, coupling with the ROM is 3–5 times faster than coupling with the CFD solver.
KW - Code coupling
KW - Computational fluid dynamics
KW - Reduced order modeling
KW - Proper Orthogonal Decomposition (POD)
KW - Galerkin projection
KW - Boundary control
UR - https://ecm.sckcen.be/OTCS/llisapi.dll/overview/42737544
U2 - 10.1016/j.anucene.2020.108056
DO - 10.1016/j.anucene.2020.108056
M3 - Article
SN - 0306-4549
VL - 153
JO - Annals of nuclear energy
JF - Annals of nuclear energy
M1 - 108056
ER -