Fast approach of Pareto-optimal solution recommendation to multi-objective optimal design of serpentine-channel heat sink

被引:42
作者
Chen, Yi [1 ,2 ]
Peng, Bei [1 ]
Hao, Xiaohong [1 ]
Xie, Gongnan [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Mechatron Engn, Chengdu 611731, Peoples R China
[2] Glasgow Caledonian Univ, Sch Engn & Built Environm, Glasgow G4 0BA, Lanark, Scotland
[3] Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Peoples R China
基金
中国国家自然科学基金;
关键词
Fast Pareto-optimal solution recommendation; Mean average precision; Mean standard deviation; Multi-objective swarm fish algorithm; Pareto risk index; Serpentine channel heat sink; OPTIMIZATION; PERFORMANCE; ALGORITHM; FLOW;
D O I
10.1016/j.applthermaleng.2014.05.004
中图分类号
O414.1 [热力学];
学科分类号
摘要
A multi-objective structural design of a serpentine channel heat sink is presented in this paper. In the structural modelling of the heat sink, channel width, fin width, channel height and inlet velocity are defined as the design variables, 'total thermal resistance' and the 'pressure drop' as the two objectives, subject to constraints of fixed length and width of the heat sink. In this study, a multi-objective artificial swarm fish algorithm with a variable population size using a non-dominated sorting method (MOAFNS) has been developed to handle the optimisation, in which fast approach of Pareto-optimal solution recommendation using the Pareto risk index is proposed to handle the optimal trade-offs between the two conflicting thermal objectives. Then, the optimal solutions have been validated by performing related experiments. The Pareto-front indicates a trade-off between 'total thermal resistance' and 'pressure drop'. Numerical results and experimental data have reached an agreement that reduction in both thermal resistance and pressure drop can be achieved via determination of channel configuration and inlet velocity using MOAFNS, which results in desired thermal performance of the heat sink. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:263 / 273
页数:11
相关论文
共 43 条
[1]   Design and Optimization of Single-Phase Liquid Cooled Microchannel Heat Sink [J].
Biswal, Laxmidhar ;
Chakraborty, Suman ;
Som, S. K. .
IEEE TRANSACTIONS ON COMPONENTS AND PACKAGING TECHNOLOGIES, 2009, 32 (04) :876-886
[2]   Optimization of fluid flow and internal geometric structure of volumes cooled by forced convection in an array of parallel tubes [J].
Canhoto, Paulo ;
Heitor Reis, A. .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2011, 54 (19-20) :4288-4299
[3]  
Chen Y, 2011, SWARMFISH ARTIFICIAL
[4]  
Chen Y., 2014, NONLINEAR DYN
[5]  
Chen Y., 2012, P 58 ANN REL MAINT S
[6]  
Chen Y, 2014, SWARMDOLPHIN SWARM D
[7]  
CHEN Y, 2011, P INT C QUAL REL RIS, P110
[8]  
Chen Y., 2012, SECFLAB SIMPLE EC CO
[9]  
Chen Y, 2010, THESIS U GLASGOW GLA
[10]   Quantitative modelling of electricity consumption using computational intelligence aided design [J].
Chen, Yi ;
Zhang, Guangfeng ;
Jin, Tongdan ;
Wu, Shaomin ;
Peng, Bei .
JOURNAL OF CLEANER PRODUCTION, 2014, 69 :143-152