The thermal performance is crucial in heat exchange and cooling systems, and surface structure optimization to enhance performance has become a key topic in fluid dynamics research. This study uses numerical simulations to investigate the effect of different surface patterns on the thermal behavior of a tandem cylinder system. The system consists of cylinders with identical diameters (D) and a spacing of 4D, where the upstream cylinder has grooves and the downstream cylinder is smooth. The study is conducted under laminar flow conditions (Re <= 200), analyzing three groove structures (square, triangle, and dimple) and exploring the impact of different groove frequencies (N = 2, 4, 6, 8, 10) on thermal performance. The results indicate that, at Re = 100 and N = 10, square grooves promote stable secondary vortices, thereby suppressing the continuous renewal of near-wall vorticity. In contrast, triangular and dimpled grooves enhance shear-layer oscillations and reattachment processes, resulting in a more uniform and strongly unsteady near-wall vorticity distribution. Moreover, the heat transfer efficiency increases with Re. Specifically, at Re = 200, dimpled and triangular grooves show a 2% and 2.4% improvement in heat transfer compared to square grooves. In general, higher groove frequencies reduce heat transfer efficiency, but at Re = 200 and N = 10, the heat exchange performance of dimpled and triangular grooves outperforms square grooves. The study also establishes a correlation between time-averaged Nusselt number to groove area, Re, and N.
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