Multi-objective Optimal Thermal Heat Sink Design Using Evolutionary Method
DOI:
https://doi.org/10.11113/jt.v72.3875Keywords:
Heat sink model, heat transfer model, multi objective optimization, particle swarm optimization, plate-fin heat sinkAbstract
Single and multi-objective thermal performance of heat sink are considered using evolutionary optimization method. The main objective is to obtain an optimal heat sink design for solving thermal problem on CPU electronic package. In this case, single and multi-objective particle swarm optimization are explored for searching the optimal dimensions of plate fin heat sink design. The optimal design could maximize the heat dissipation and minimize the size of heat sink. Based on the previous research finding and preliminary simulation results, thickness and length of plate fin are selected for optimization. Analysis has been conducted to obtain the best convergence rate of iteration process and optimum values of the fitness functions. This study has demonstrated the usefulness of optimization engine in order to obtain the optimal design of heat sink with area reduction is about 27.15% and heat dissipation has increased by 79.33%.
References
Trelea, I. C. 2003. Particle Swarm Optimization Algorithm: convergence analysis and parameter selection.Information ProcessingLetters. 85: 317–325.
Patel, V. K. and Rao, R. V. 2010. Design Optimization of Shell-and-Tube Heat Exchanger Using Particle Swarm Optimization Technique. Applied Thermal Engineering. 30: 1417–1425.
Patel, V. K. and Rao, R. V. 2010. Thermodynamic Optimization of Cross Flow Plate-fin Heat Exchanger Using a Particle Swarm Optimization Algorithm. International Journal of Thermal Sciences. 49: 1712–1721.
Soleimani, S. Ganji, D. D. Bararnia, H. and Ghasemi, E. 2011. Optimal Location of Pair Heat Source-sink in an Enclosed Square Cavity with Natural Convection Through PSO Algorithm. International Communications in Heat and Mass Transfer. 38: 652–658.
Bar-Cohen, A. 1992. State-of-the-art and trends in the Thermal Packaging of Electronic Equipment. J. Electron. Packag. 114: 257–270.
Chyi-Tsong, C. and Shi-Hung, J. 2012. Dynamic Simulation, Optimal Design and Control Of Pin-Fin Heat Sink Processes. Journal of the Taiwan Institute of Chemical Engineers. 77–88.
Mohan, R. and Govindarajan, P. 2010. Thermal analysis of CPU with Variable Heat Sink Base Plate Thickness using CFD. Intenational Journal of the Computer, the Internet Management. 18(1): 27–36.
Kumar, M. Kumar, A. Kumar, S. 2013. Optimum Design and Selection of Heat Sink. International Journal of Application or Innovation in Engineering and Management (IJAIEM). 2: 541–549.
Gaikwad, V. P. 2009. Microchannel Heat Sink Fabrication Technique. IOSR Journal of Mechanical and Civil Engineering. 51–57.
Mohan, R. and Govindarajan, P. 2010. Thermal Analysis of CPU with Composite Pin Fin Heat Sinks. International Journal of Engineering Science and Technology. 2(9): 4051–4062.
Shaukatullah, H. Wayne, R. S. Bernt, J. H. and Michael, A. G. 1996. Design and Optimization of Pin Fin Heat Sinks for Low Velocity Applications. IEEE Transaction in Component, Packaging, and Manufacturing Technology. 19(4): 486–494.
Andrea, D. L. V. Stefano, G. and Franco, G. 1999. Optimum Design of Vertical Rectangular Fin Arrays. Int. J. Therm. Sci. 38: 525–529.
Shih C. J. and Liu, G. C. 2004. Optimal Design Methodology of Plate-Fin Heat Sinks For Electronic Cooling Using Entropy Generation Strategy. IEEE Transactions on Components and Packaging Technologies. 27: 551–560.
Zhang, X. and Liu, D. 2010. Optimal Geometric Arrangement of Vertical Rectangular Fin Arrays in Natural Convection. Energy Conversion and Management. 51: 2449–2456.
Azarkish, H. Sarvari, S. M. H. and Behzadmehr, A. 2010. Optimum Design of a Longitudinal Fin Array with Convection and Radiation Heat Transfer Using a Genetic Algorithm. International Journal of Thermal Sciences. 49: 2222–2229.
Noda, H. Ikeda, M. Kimura, Y. Kawabata, K. 2005. Development of High-Performance Heatsink “Crimped finâ€. Furukawa Review. 14–19
Jang, D. Yu, S. H. Lee, K. S. 2011. Optimum Design of a Pin-Fin Radial Heat Sink. 22nd International Symposium on Transport Phenomena.
Patil, A. M. and Kabudake, P. D. 2013. Analysis of Natural Convection around Radial Heat Sink: A Review. International Journal of Engineering and Innovative Technology (IJEIT). 3(2): 316–320.
Loh, C. K. Nelson, D. and Chu, D. J. 2002. Optimization of Heat Sink Seign and Fan Selection in Portable Electronic Environment. Tech. Rep.
Zhan, Y. Goplen, B. and Sapatnekar, S. S. 2006. Electrothermal Analysis and Optimization Technique for Nanoscale Intergrated Circuits. IEEE: 219–222.
Holman, J. P. 2004. Heat Transfer. Mc Graw Hill, Southern Methodist University.
Coello, C. A. C. Lamont, G. B. and Veldhuizen, D. A. V. 2007. Evolutionary Algorithm for Solving Multi-Objective Problems. Springer.
Ansari, D. Husain, A. and Kim, K. Y. 2010. Multiobjective of a Grooved Micro-Channel Heat Sink. IEEE Transactions on Component and Packaging Technologies. 30(4): 767–776.
Baodong, S. Lifeng, W. Jianyun, L. Heming,C. 2011. Multi-objective Optimization Design of Micro-Channel Heat Sink Using Adaptive Genetic Algorithm. International Journal of Numerical Methods For Heat & Fluid Flow. 21(3): 353–463.
Ndao, S. P., Y. Jensen, M. K. 2009. Multi-objective Optimization and Comparative Analysis of Electric Cooling Technologies. International Journal of Heat and Mass Transfer. 52: 4317–4326.
Okabe, T., Jin, Y. and Sendhoff, B. 2003. A Critical Survey of Performance Indices for Multi-Objective Optimisation. Proc. Congress Evolutionary Computation. 878–885.
Schott, J. R. 1995. Fault Tolerant Design Using Single and Multicriteria Genetic Algorithm Optimization. Master Thesis, Boston, MA: Department of Aeronautics and Astronautics, Massachusetts Institute of Technology.
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