Extension of the turbulent heat flux modelling in OpenFOAM for improved simulation of liquid metal flows

Turbulent heat transfer is a fundamentally complex physical process that has challenged turbulence modellers for many years. A full differential second-moment closure model provides a solid foundation for the derivation of the simpler Algebraic Heat Flux Model (AHFM), which retains the primary production terms that represent the underlying physical mechanisms driving the turbulent heat flux. This allows for accurate modelling of natural and mixed convection flows, which becomes particularly evident in advanced nuclear reactor applications with low Prandtl number coolants. In the present work, an AHFM model was implemented in the open-source code OpenFOAM, and was first verified using a simple channel test case. In the next step, the implementation was validated against Direct Numerical Simulation (DNS) data of a Rayleigh–Bénard convection case. The latter was based on simple geometry with natural convection of a low-Prandtl-number fluid, being of particular importance for Generation IV reactors using liquid metal coolants. The comparison of the generated numerical results with DNS data demonstrated the improvements in the prediction of turbulent heat flux in low-Prandtl number fluids with the new model.

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Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2026-03-04
DOI
https://doi.org/10.1051/epjn/2025079/pdf
Primary Topic
Nuclear Engineering Thermal-Hydraulics
Type
article
Field-Weighted Citation Impact
0.00

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article

Extension of the turbulent heat flux modelling in OpenFOAM for improved simulation of liquid metal flows

Joachim Herb, Angel Papukchiev, Hemish Mistry
Springer Link (Chiba Institute of Technology)
Nuclear Engineering Thermal-Hydraulics
article

Extension of the turbulent heat flux modelling in OpenFOAM for improved simulation of liquid metal flows

Joachim Herb, Angel Papukchiev, Hemish Mistry
article en

Abstract

Turbulent heat transfer is a fundamentally complex physical process that has challenged turbulence modellers for many years. A full differential second-moment closure model provides a solid foundation for the derivation of the simpler Algebraic Heat Flux Model (AHFM), which retains the primary production terms that represent the underlying physical mechanisms driving the turbulent heat flux. This allows for accurate modelling of natural and mixed convection flows, which becomes particularly evident in advanced nuclear reactor applications with low Prandtl number coolants. In the present work, an AHFM model was implemented in the open-source code OpenFOAM, and was first verified using a simple channel test case. In the next step, the implementation was validated against Direct Numerical Simulation (DNS) data of a Rayleigh–Bénard convection case. The latter was based on simple geometry with natural convection of a low-Prandtl-number fluid, being of particular importance for Generation IV reactors using liquid metal coolants. The comparison of the generated numerical results with DNS data demonstrated the improvements in the prediction of turbulent heat flux in low-Prandtl number fluids with the new model.

Springer Link (Chiba Institute of Technology)
Gesellschaft für Anlagen und Reaktorsicherheit (DE)
Helmholtz-Zentrum Dresden-Rossendorf
Affordable and clean energy
Openalex Percentile: Top 37%
Nuclear Engineering Thermal-Hydraulics
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Extension of the turbulent heat flux modelling in OpenFOAM for improved simulation of liquid metal flows — Joachim Herb, Angel Papukchiev, et al. · Springer Link (Chiba Institute of Technology) (2026) | TGRS Research Map | TGRS