TY - JOUR
T1 - Enhancing heat dissipation for high-flux electronics
T2 - Multi-objective optimization of nanofluid flow in staggered microchannels
AU - Ren, Fan
AU - Halilovic, Smajil
AU - Yu, Wei
AU - Li, Qibin
AU - Yang, Tao
N1 - Publisher Copyright:
© 2026 Elsevier Ltd.
PY - 2026/7
Y1 - 2026/7
N2 - Aiming at the heat dissipation requirements of high-power electronic devices, this paper systematically investigates the heat transfer enhancement mechanism and multi-objective optimization method of copper-water nanofluids in microchannel heat sinks (MCHS) with staggered triangular spoiler fins. Although triangular spoiler fins and nanofluids have been individually studied, their integrated optimization considering nonlinear parameter interactions remains underexplored. In this study, a staggered arrangement of triangular spoiler fins is designed, and computational fluid dynamics (CFD) simulations are performed to analyze the effects of fin height, nanofluid velocity, temperature, and volume fraction on heat sink performance. For example, when the fin height increases from 0 mm to 0.6 mm, the maximum temperature of the microchannel decreases by 6.74%, but the pressure drop increases by a factor of 5.3. The main contribution lies in the integration of the response surface method (RSM) with the non-dominated sorting genetic algorithm (NSGA-II) to perform a synergistic multi-objective optimization, quantifying the inherent trade-offs between heat transfer enhancement and pressure drop. A set of optimal parameters are obtained to achieve balanced thermal and hydraulic performance.
AB - Aiming at the heat dissipation requirements of high-power electronic devices, this paper systematically investigates the heat transfer enhancement mechanism and multi-objective optimization method of copper-water nanofluids in microchannel heat sinks (MCHS) with staggered triangular spoiler fins. Although triangular spoiler fins and nanofluids have been individually studied, their integrated optimization considering nonlinear parameter interactions remains underexplored. In this study, a staggered arrangement of triangular spoiler fins is designed, and computational fluid dynamics (CFD) simulations are performed to analyze the effects of fin height, nanofluid velocity, temperature, and volume fraction on heat sink performance. For example, when the fin height increases from 0 mm to 0.6 mm, the maximum temperature of the microchannel decreases by 6.74%, but the pressure drop increases by a factor of 5.3. The main contribution lies in the integration of the response surface method (RSM) with the non-dominated sorting genetic algorithm (NSGA-II) to perform a synergistic multi-objective optimization, quantifying the inherent trade-offs between heat transfer enhancement and pressure drop. A set of optimal parameters are obtained to achieve balanced thermal and hydraulic performance.
KW - Enhanced heat transfer
KW - High-power electronics
KW - Nanofluids
KW - Staggered microchannel
UR - https://www.scopus.com/pages/publications/105040541704
U2 - 10.1016/j.applthermaleng.2026.131666
DO - 10.1016/j.applthermaleng.2026.131666
M3 - Article
AN - SCOPUS:105040541704
SN - 1359-4311
VL - 301
JO - Applied Thermal Engineering
JF - Applied Thermal Engineering
M1 - 131666
ER -