Genetic algorithm based optimization of PCM based heat sinks and effect of heat sink parameters on operational time

Journal of Heat Transfer

Volumn 130, Issue 1, 2008, Pages

  Nagose, Atul ^a   Somani, Ankit ^a   Shrot, Aviral ^a   Narasimhan, Arunn ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

Composite heat sink; Electronics cooling; Genetic algorithm; Heat spreader; Optimization; Phase change material

Indexed keywords

COMPUTER SIMULATION; COOLING SYSTEMS; ELECTRONIC EQUIPMENT; GENETIC ALGORITHMS; HEAT FLUX; HEAT LOSSES; OPTIMIZATION; PHASE CHANGE MATERIALS; TEMPERATURE DISTRIBUTION;

CRITICAL ELECTRONICS TEMPERATURE; HEAT SPREADER;

HEAT SINKS;

COMPUTER SIMULATION; COOLING SYSTEMS; ELECTRONIC EQUIPMENT; GENETIC ALGORITHMS; HEAT FLUX; HEAT LOSSES; HEAT SINKS; OPTIMIZATION; PHASE CHANGE MATERIALS; TEMPERATURE DISTRIBUTION;

EID: 40949127509     PISSN: 00221481     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.2780182     Document Type: Article

References (28)

1. Joshi, Y. K., and Garimella, S. V., 2003, "Thermal Challenges in Next Generation Electronic Systems," Microelectron. Eng., 34(3), p. 169.
2. Bass, J. C., Allen, D. T., Ghamaty, S., and Elsner, N. B., 2004, "New Technology for Thermoelectric Cooling," 20th IEEE SEMI-THERM Symposium, pp. 18-20.
3. Alawadhi, E. M., and Amon, C. H., 2002, "Thermal Analyses of a PCM Thermal Control Unit for Portable Electronic Devices: Experimental and Numerical Studies," 2002 Inter Society Conference on Thermal Phenomena, pp. 466-475.
4. Chow, L. C., and Zhong, J. K., 1996, "Thermal Conductivity Enhancement for Phase Change Storage Media," Int. Common. Heat Mass Transfer, 23(1), pp. 91-100.
5. Pal, D., and Joshi, Y. K., 1997, "Application of Phase Change Materials to Thermal Control of Electronics Modules: A Computational Study," ASME J. Electron. Packag., 119, pp. 40-50.
6. Bujage, I., 1997, "Enhancing Thermal Response of Latent Heat Storage Systems," Int. J. Energy Res., 21, pp. 759-766.
7. Krishnan, S., and Garimella, S. V., 2004, "Analysis of a Phase Change Energy Storage System for Pulsed Power Dissipation," IEEE Trans. Compon. Packag. Technol., 27(1), pp. 191-199.
8. Krishnan, S., Garimella, S. V., and Kang, S. S., 2004, "A Novel Hybrid Heat Sink Using Phase Change Materials for Transient Thermal Management of Electronics," Proceedings of Inter Society Conference on Thermal Phenomena (ITHERM04), pp. 310-318.
9. Krishnan, S., Murthy, J. Y., and Garimella, S. V., 2005, "A Two Temperature Model for Solid-Liquid Phase Change in Metal Foams," ASME J. Heat Transfer, 127(9), pp. 995-1004.
10. Stritih, U., and Novak, R, 2000, "Heat Transfer Enhancement at Phase Change Processes," Terrastock Eighth International Conference on Thermal Energy Storage, Aug. 28-Sep. 1, Vol. 1, pp. 333-338.
11. Zheng, N., and Wirtz, R. A., 2004, "A Hybrid Thermal Energy Storage Device, Part 1: Design Methodology," ASMEE J. Electron. Packag., 126, pp. 1-7.
12. Zheng, N., and Wirtz, R. A., 2004, "A Hybrid Thermal Energy Storage Device, Part 2: Thermal Performance Figures of Merit," ASME J. Electron. Packag., 126, pp. 8-13.
13. Shatikian, V., Ziskind, G., and Letan, R., 2005, "Numerical Investigation of a PCM-Based Heat Sink with Internal Fins," Int. J. Heat Mass Transfer, 48(17), pp. 3689-3706.
14. Akhilesh, R., Narasimhan, A., and Balaji, C., 2005, "Method to Improve Geometry for Heat Transfer Enhancement in PCM Composite Heat Sinks," Int. J. Heat Mass Transfer, 48(13), pp. 2759-2770.
15. Nayak, K. C., Saha, S. K., Srinivasan, K., and Dutta, P, 2006, "A Numerical Model for Heat Sinks With Phase Change Materials and Thermal Conductivity," Int. J. Heat Mass Transfer, 49(11-12), pp 1833-1844.
16. Goldberg, D. E., 1989, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA.
17. Holland, J. H., 1992, Adoption in Natural and Artificial Systems, MIT Press, Cambridge, MA.
18. Manish, C. T., Yan, E, and Urmila, M. D., 1999, "Optimal Design of Heat Exchangers: A Genetic Algorithm Framework," Ind. Eng. Chem. Res., 38, pp. 456-467.
19. Hilbert, R., Janiga, G., Baron, R., and Thévenin, D., 2006, "Multi-Objective Shape Optimization of a Heat Exchanger Using Parallel Genetic Algorithms," Ent. J. Heat Mass Transfer, 49(15-16), pp. 2567-2577.
20. Lamberg, P., and Siren, K., 2003, "Approximate Analytical Model for Solidification in a Finite PCM Storage With Internal Fins," Appl. Math. Model., 27, pp. 491-513.
21. Cengel, Y. A., 2003, Heat Transfer: A Practical Approach, 2nd ed., McGraw-Hill, NewYork.
22. Shamsundar, N., and Sparrow, E. M., 1975, "Analysis of Multidimensional Conduction Phase Change Via Enthalpy Model," ASME J. Heat Transfer, 97, pp. 333-340.
23. Krishnan, S., and Garimella, S. V., 2004, "Thermal Management of Transient Power Spikes in Electronics - Phase Change Energy Storage Or Copper Heat Sinks?," ASME J. Electron. Packag., 126, pp. 308-316.
24. Bejan, A., 1993, Heat Transfer, Wiley, New York.
25. Larranaga, P., Kuijpers, C. M. H., Murga, R. H., and Dizdarevic, S., 1999, "Genetic Algorithms for the Traveling Salesman Problem: A Review of Representations and Operators," Artif. Intell. Rev., 13(2), pp. 129-170.
26. Michalewicz, Z., 1996, Genetic Algorithms + Data Structures = Evolution Programs, 3rd ed., Springer, Berlin.
27. Haji-Sheikh, A., Eftekhar, J., and Lou, D., 1982, "Properties of Paraffin Wax as a Thermal Storage Medium," Proceedings of AIAA /ASME Joint Thermo-Physics, Fluids, Plasma and Heat Transfer Conference, AIAA.
28. Leland, J., and Recktenwald, G., 2003, "Optimization of a Phase Change Heat Sink for Extreme Environments," Proceedings of the 19th Annual IEEE Semi-conductor Thermal Measurement and Management Symposium, Mar. 11-13.