OPTIMIZATION OF OPEN MICRO-CHANNEL HEAT SINK WITH PIN FINS BY MULTI-OBJECTIVE GENETIC ALGORITHM

被引:5
作者
Jiang, Meixia [1 ]
Pan, Zhongliang [1 ]
机构
[1] South China Normal Univ, Sch Phys & Telecommun Engn, Guangzhou, Peoples R China
来源
THERMAL SCIENCE | 2022年 / 26卷 / 4B期
关键词
micro-channel heat sink; multi-objective optimization; pumping power; thermal resistance; thermal performance; INTEGRATED-CIRCUITS;
D O I
10.2298/TSCI211023015J
中图分类号
O414.1 [热力学];
学科分类号
摘要
Micro-channel heat sink is an effective way to solve the heat dissipation problem of electronic devices because of its compact structure and outstanding heat dissipation ability. In order to obtain the high efficiency and low resistance micro-channel heat sink, a new structure of open rectangular micro-channel heat sink with pin fins was proposed to enhance heat transfer. The orthogonal test method was used to design the experiment, and the 3-D software SOLIDWORKS was used to establish 25 groups of open rectangular micro-channel heat sink with pin fins structure model which has different structural parameters. The numerical calculation was carried out with ANSYS FLUENT simulation software and the experimental values with the structural parameters of the micro-channel heat sink as variables were obtained. According to the simulated experimental values, the objective functions of thermal resistance and pumping power were constructed, and the agent model between objective functions and the optimization variables were established. The Pareto optimal solutions of objective functions were calculated by non-dominated sorting genetic algorithm, which was analyzed by k-means clustering analysis and five clustering points were obtained, and five clusters points were compared and verified by simulation. it was found that there was effective tradeoff points between the highest and lowest points of the five clustering which can make both the pumping power and thermal resistance within the optimal range, so as to obtain the optimal micro-channel heat sink.
引用
收藏
页码:3653 / 3665
页数:13
相关论文
共 19 条
[1]   OPTIMIZATION OF NANOFLUID-COOLED MICROCHANNEL HEAT SINK [J].
Adham, Ahmed Mohammed ;
Mohd-Ghazali, Normah ;
Ahmad, Robiah .
THERMAL SCIENCE, 2016, 20 (01) :109-118
[2]   Thermal performance of open microchannel heat sink with variable pin fin height [J].
Bhandari, Prabhakar ;
Prajapati, Yogesh K. .
INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2021, 159
[3]   Numerical simulation of fluid flow and heat transfer in a microchannel heat sink with offset fan-shaped reentrant cavities in sidewall [J].
Chai, Lei ;
Xia, Guodong ;
Zhou, Mingzheng ;
Li, Jian .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2011, 38 (05) :577-584
[4]   Coupling management optimization of temperature and thermal stress inside 3D-IC with multi-cores and various power density [J].
Ding, Bin ;
Zhang, Zhi-Hao ;
Gong, Liang ;
Zhu, Chuan-Yong ;
Xu, Ming-Hai .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2021, 120
[5]   A novel thermal management scheme for 3D-IC chips with multi-cores and high power density [J].
Ding, Bin ;
Zhang, Zhi-Hao ;
Gong, Liang ;
Xu, Ming-Hai ;
Huang, Zhao-Qin .
APPLIED THERMAL ENGINEERING, 2020, 168
[6]   Three dimensional numerical analyses and optimization of offset strip-fin microchannel heat sinks [J].
Hong, Fangjun ;
Cheng, Ping .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2009, 36 (07) :651-656
[7]   Optimization of a microchannel heat sink with temperature dependent fluid properties [J].
Husain, Afzal ;
Kim, Kwang-Yong .
APPLIED THERMAL ENGINEERING, 2008, 28 (8-9) :1101-1107
[8]   Multi-objective optimization of a double-layered microchannel heat sink with temperature-dependent fluid properties [J].
Kulkarni, Kishor ;
Afzal, Arshad ;
Kim, Kwang-Yong .
APPLIED THERMAL ENGINEERING, 2016, 99 :262-272
[9]  
Peitaoyao Y., 2021, CASE STUD THERM ENG, V25
[10]   Influence of fin height on heat transfer and fluid flow characteristics of rectangular microchannel heat sink [J].
Prajapati, Yogesh K. .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2019, 137 :1041-1052