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Optimization of Spider Web-shaped Microchannel Structure Based on Multi-objective Genetic Algorithm
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Hong-mei WEI
Science Technology and Engineering | 2025, 25(9) : 3698 - 3703
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Science Technology and Engineering | 2025, 25(9): 3698-3703
Papers·Energy and Power Engineering
Optimization of Spider Web-shaped Microchannel Structure Based on Multi-objective Genetic Algorithm
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Hong-mei WEI
Affiliations
  • Shanxi Provincial Key Laboratory for Advanced Manufacturing Technology, North University of China, Taiyuan 030051, China
Published: 2025-03-28 doi: 10.12404/j.issn.1671-1815.2403807
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In order to enhance the overall performance of the heat sink, a novel meshed microchannel heat sink structure was introduced, and its geometric parameters were optimized by performing a multi-objective optimization. The Box-Behnken design method was utilized to conduct response surface analysis on the design variables of channel width, fin thickness, and channel depth. The resulting temperature and pressure drop functions of the spider-shaped microchannel were then fitted as objective functions. The Pareto solution set was derived by applying a multi-objective particle swarm optimization algorithm, followed by utilizing the technique for order preference by similarity to an ideal solution(TOPSIS) method for selection from the Pareto solution set. It is concluded that the Pareto solution set is the optimal choice across various conditions. The multivariate statistical coefficients R2 for temperature and pressure drop functions are 0.999 6 and 0.998 4, respectively, suggesting a high level of accuracy in the fitting function. The optimized structure not only reduces the average temperature by 3 K compared with the original design, but also decreases the pressure drop by 1 514 Pa. This significant improvement in comprehensive performance demonstrates that a well-designed channel structure can further enhance the heat sink performance of the microchannel.

microchannel heat sink  /  response surface fitting  /  particle swarm optimization algorithm  /  thermal resistance function  /  pressure drop function
Hong-mei WEI. Optimization of Spider Web-shaped Microchannel Structure Based on Multi-objective Genetic Algorithm[J]. Science Technology and Engineering, 2025 , 25 (9) : 3698 -3703 . DOI: 10.12404/j.issn.1671-1815.2403807
Year 2025 volume 25 Issue 9
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doi: 10.12404/j.issn.1671-1815.2403807
  • Receive Date:2024-05-22
  • Online Date:2025-07-09
  • Published:2025-03-28
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  • Received:2024-05-22
  • Revised:2024-12-31
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    Shanxi Provincial Key Laboratory for Advanced Manufacturing Technology, North University of China, Taiyuan 030051, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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