Multi-objective optimization design of a micro-channel heat sink using adaptive genetic algorithm

International Journal of Numerical Methods for Heat and Fluid Flow

Volumn 21, Issue 3, 2011, Pages 353-364

  Baodong, Shao ^a   Lifeng, Wang ^a   Jianyun, Li ^a   Heming, Cheng ^a  

^a KUNMING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Flow; Genetic algorithms; Heat transfer; Optimization techniques; Simulation; Thermal resistance

Indexed keywords

ADAPTIVE GENETIC ALGORITHMS; ANALYSIS RESULTS; CFD SOFTWARES; COMPUTATIONAL FLUID DYNAMICS METHODS; CONVECTION HEAT TRANSFER COEFFICIENTS; COUPLED SOLUTION; DESIGN/METHODOLOGY/APPROACH; FLOW; FLOW AND HEAT TRANSFER; GOAL FUNCTIONS; HIGH HEAT FLUX; MINIMUM PRESSURE; MULTI OBJECTIVE; MULTI-OBJECTIVE OPTIMIZATION MODELS; NUMERICAL SIMULATION; OPTIMIZATION METHOD; OPTIMIZATION PROCESS; OPTIMIZATION TECHNIQUES; SIMULATION; STRUCTURE SIZES; THERMAL RESISTANCE; THERMAL TRANSFER;

ADAPTIVE ALGORITHMS; COMPUTATIONAL FLUID DYNAMICS; FLOW SIMULATION; GENETIC ALGORITHMS; HEAT CONVECTION; HEAT FLUX; HEAT SINKS; MULTIOBJECTIVE OPTIMIZATION; PRESSURE DROP; STRUCTURAL OPTIMIZATION;

HEAT RESISTANCE;

EID: 79955698721     PISSN: 09615539     EISSN: None     Source Type: Journal    
DOI: 10.1108/09615531111108512     Document Type: Article

References (20)

1. Amanifard, N., Nariman-Zadeh, N., Borji, M., Khalkhali, A. and Habibdoust, A. (2008), "Modelling and Pareto optimization of heat transfer and flow coefficients in microchannels using GMDH type neural networks and genetic algorithms", Energy Conversion and Management, Vol. 49, pp. 311-25. (Pubitemid 350137547)
2. Deb, K., Pratap, A., Agarwal, S. and Meyarivn, T. (2002), "A fast and elitist multiobjective genetic algorithm: NSGA - II", IEEE Transactions on Evolutionary Computation, Vol. 6 No. 2, pp. 182-97. (Pubitemid 34555372)
3. Foli, K., Okabe, T., Olhofer, M., Jin, Y. and Sendhoff, B. (2006), "Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms", International Journal of Heat and Mass Transfer, Vol. 49, pp. 1090-9. (Pubitemid 43267720)
4. Hilbert, R., Janiga, G., Baron, R. and Thévenin, D. (2006), "Multi-objective shape optimization of a heat exchanger using parallel genetic algorithms", International Journal of Heat and Mass Transfer, Vol. 49, pp. 2567-77. (Pubitemid 44250956)
5. Husain, A. and Kim, K.Y. (2008), "Optimization of a microchannel heat sink with temperature dependent fluid properties", Applied Thermal Engineering, Vol. 28, pp. 1101-7.
6. Incorpera, F. (1999), Liquid Cooling of Electronic Devices by Single-phase Convection, Wiley, New York, NY.
7. Jeevan, K., Quadir, G.A., Seetharamu, K.N., Azid, I.A. and Zainal, Z.A. (2005), "Optimization of thermal resistance of stacked micro-channel using genetic algorithms", International Journal of Numerical Methods for Heat and Fluid Flow, Vol. 15 No. 1, pp. 27-42. (Pubitemid 40242595)
8. Kim, D.K. and Kim, S.J. (2007), "Closed-form correlations for thermal optimization of microchannels", International Journal of Heat Mass Transfer, Vol. 50, pp. 5318-22. (Pubitemid 350180874)
9. Kim, S.J. and Kim, D. (1991), "Forced convection in microstructures for electronic equipment cooling", Journal of Heat Transfer, Vol. 21, pp. 639-45.
10. Kleiner, M.B., Kuehn, S.A. and Haberger, K. (1995), "High performance forced air cooling scheme employing micro channel heat exchangers", IEEE Transactions on Components, Packaging and Manufacturing Technology Part A, Vol. 18 No. 4, pp. 795-804.
11. Kwasi, F., Tatsuya, O., Markus, O., Yaochu, J. and Bernhard, S. (2006), "Optimization of microheat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms", International Journal of Heat Mass Transfer, Vol. 49, pp. 1090-9.
12. Li, J. and Peterson, G.P. (2007), "3-dimensional numerical optimization of silicon-based high performance parallel microchannel heat sink with liquid flow", International Journal of Heat and Mass Transfer, Vol. 50, pp. 2895-904. (Pubitemid 46653912)
13. Li, J., Peterson, G.P. and Cheng, P. (2004), "Three-dimensional analysis of heat transfer in a micro-heat sink with single phase flow", International Journal of Heat and Mass Transfer, Vol. 47, pp. 4215-31. (Pubitemid 38958462)
14. Ryu, J.H., Choi, D.H. and Kim, S.J. (2003), "Three-dimensional numerical optimization of a manifold micro-channel heat sink", International Journal of Heat Mass Transfer, Vol. 46, pp. 1553-62. (Pubitemid 36225466)
15. Shao, B.D., Sun, Z.W. and Wang, L.F. (2007), "Optimization design of micro-channel cooling heat sink", International Journal of Numerical Methods for Heat and Fluid Flow, Vol. 17 No. 6, pp. 628-37.
16. Shao, B.D., Wang, L.F., Li, J.Y. and Sun, Z.W. (2009), "Application of thermal resistance network model in optimization design of micro-channel cooling heat sink", International Journal of Numerical Methods for Heat and Fluid Flow, Vol. 19 Nos 3-4, pp. 535-45.
17. Tuckerman, D.B. and Pease, R.F.W. (1981a), "High-performance heat sinking for VLSI", IEEE Electron Device Letter, Vol. 2, pp. 126-9.
18. Tuckerman, D.B. and Pease, R.F.W. (1981b), "Ultrahigh thermal conductance microstructures for cooling integrated circuits", Proceeding 32nd Electronics Components Conference, Nunberg, pp. 145-50.
19. Wu, H.Y. and Cheng, P. (2003), "An experimental study of convective heat transfer in silicon micro-channels with different surface conditions", International Journal of Heat Mass Transfer, Vol. 46 No. 14, pp. 2547-56. (Pubitemid 36610809)
20. Zeng-yuan, G. (1988), "Focus of current world heat transfer field-cooling of microelectronics devices", Chinese Science Fund, Vol. 2, pp. 20-5.