To deepen our understanding of the heat transfer mechanisms, we developed an in-house CFD code capable of modeling viscoelastic behavior. Additionally, molecular dynamics simulations using LAMMPS allowed us to bridge atomic-scale interactions with mesoscale fluid properties, capturing thermodynamic, transport, and rheological phenomena. This bottom-up approach is currently being integrated with our CFD simulations. Benchmark experiments were used to validate both our in-house CFD model and a newly released OpenFOAM-based open-source code.
A core part of the experimental work involved designing benchmark geometries that induce visco-inertial turbulence. Flow behavior in these geometries was analyzed using Particle Image Velocimetry (PIV) and correlated with heat flux measurements. These measurements were enabled by the novel integration of atom-layer thermopile sensors directly into the test geometries. In these setups, we observed a 2% improvement in heat transfer at Reynolds numbers above 1200.
Building on these insights and validated models, we extended our investigations to real battery cell packs. CFD simulations clearly illustrated the effects of viscoelastic properties: initially, elastic instabilities generate large-scale vortical structures that disrupt boundary layer development near solid surfaces, enhancing heat transfer. In larger battery packs, viscoelasticity helps suppress transient, inertia-driven flow features, reducing drag and promoting a more stable and controllable flow field.
A demonstrator was built to validate the CFD results. However, further validation using actual battery cells was halted due to technical issues. X-ray imaging revealed poor thermal contact between cells and housing, and detached welded tabs indicated subpar manufacturing quality. High tolerances in cell housing fabrication led to misalignment, compromising flow and heat flux measurements. As a result, we designed dummy cells with integrated electrical heaters, though these are not yet complete. Validation experiments will therefore continue beyond the official end of the project.