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Volumn 54, Issue 1, 2013, Pages 65-77

Thermal optimization of PCM based pin fin heat sinks: An experimental study

Author keywords

Artificial neural networks; Electronic equipment; Genetic algorithm; n Eicosane; Phase change materials (PCMs)

Indexed keywords

EXPERIMENTAL INVESTIGATIONS; EXPERIMENTAL STUDIES; HEAT TRANSFER PERFORMANCE; HYBRID ALGORITHMS; N-EICOSANE; OPERATING TIME; OPTIMUM CONFIGURATIONS; PHASE CHANGE MATERIAL (PCM); PHASE-CHANGE MATERIALS (PCMS); PIN FIN HEAT SINKS; PIN-FINS; THERMAL DESIGNS; THERMAL OPTIMIZATION; THERMAL PERFORMANCE;

EID: 84874620334     PISSN: 13594311     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.applthermaleng.2012.10.056     Document Type: Article
Times cited : (250)

References (39)
  • 1
    • 34548827596 scopus 로고    scopus 로고
    • Low profile fan and heat sink thermal management solution for portable applications
    • DOI 10.1016/j.ijthermalsci.2007.03.010, PII S1290072907000920
    • E. Walsh, and R. Grimes Low profile fan and heat sink thermal management solution for portable applications Int. J. Therm. Sci. 46 2007 1182 1190 (Pubitemid 47444531)
    • (2007) International Journal of Thermal Sciences , vol.46 , Issue.11 , pp. 1182-1190
    • Walsh, E.1    Grimes, R.2
  • 2
    • 41249104099 scopus 로고    scopus 로고
    • A universal performance chart for CPU cooling devices
    • DOI 10.1080/01457630801922618, PII 791666350
    • K.C. Ng, C.R. Yap, and M.A. Chan A universal performance chart for cpu cooling devices Heat Transfer Eng. 29 2008 651 656 (Pubitemid 351445734)
    • (2008) Heat Transfer Engineering , vol.29 , Issue.7 , pp. 651-656
    • Ng, K.C.1    Yap, C.R.2    Chan, M.A.3
  • 3
    • 81855198847 scopus 로고    scopus 로고
    • Thermal performance of heat spreader for electronics cooling with incorporated phase change material
    • M. Jaworski Thermal performance of heat spreader for electronics cooling with incorporated phase change material Appl. Therm. Eng. 35 2011 212 219
    • (2011) Appl. Therm. Eng. , vol.35 , pp. 212-219
    • Jaworski, M.1
  • 4
    • 0036887717 scopus 로고    scopus 로고
    • Heat transfer enhancement from enclosed discrete components using pin-fin heat sinks
    • DOI 10.1016/S0017-9310(02)00200-4, PII S0017931002002004
    • E. Yu, and Y. Joshi Heat transfer enhancement from enclosed discrete components using pin-fin heat sinks Int. J. Heat Mass Transfer 45 2002 4957 4966 (Pubitemid 35157198)
    • (2002) International Journal of Heat and Mass Transfer , vol.45 , Issue.25 , pp. 4957-4966
    • Yu, E.1    Joshi, Y.2
  • 5
    • 33748059200 scopus 로고    scopus 로고
    • Modeling of fluid flow and heat transfer in a copper based heat sink application
    • DOI 10.1080/01971520500439484, PII TQ52P220520J8273
    • J. Mahmoudi Modeling of fluid flow and heat transfer in a copper based heat sink application Int. J. Green Energy 3 2006 219 237 (Pubitemid 44295942)
    • (2006) International Journal of Green Energy , vol.3 , Issue.3 , pp. 219-237
    • Mahmoudi, J.1
  • 6
    • 68949192775 scopus 로고    scopus 로고
    • Thermal-fluid characteristics of plate-fin heat sinks cooled by impingement jet
    • H.Y. Li, K.Y. Chen, and M.H. Chiang Thermal-fluid characteristics of plate-fin heat sinks cooled by impingement jet Energy Convers. Manage. 50 2009 2738 2746
    • (2009) Energy Convers. Manage. , vol.50 , pp. 2738-2746
    • Li, H.Y.1    Chen, K.Y.2    Chiang, M.H.3
  • 7
    • 16544377463 scopus 로고    scopus 로고
    • Challenges in electronic cooling opportunities for enhanced thermal management techniques microprocessor liquid cooled minichannel heat sink
    • R. Schmidt Challenges in electronic cooling opportunities for enhanced thermal management techniques microprocessor liquid cooled minichannel heat sink Heat Transfer Eng. 25 2004 3 12
    • (2004) Heat Transfer Eng. , vol.25 , pp. 3-12
    • Schmidt, R.1
  • 8
    • 21044459528 scopus 로고    scopus 로고
    • A novel hybrid heat sink using phase change materials for transient thermal management of electronics
    • DOI 10.1109/TCAPT.2005.848534
    • S. Krishnan, S.V. Garimella, and S.S. Kang A novel hybrid heat sink using phase change materials for transient thermal management of electronics IEEE Trans. Compon. Packag. Technol. 28 2005 281 289 (Pubitemid 40871078)
    • (2005) IEEE Transactions on Components and Packaging Technologies , vol.28 , Issue.2 , pp. 281-289
    • Krishnan, S.1    Garimella, S.V.2    Kang, S.S.3
  • 9
    • 34447542580 scopus 로고    scopus 로고
    • Effect of orientation for phase change material (PCM)-based heat sinks for transient thermal management of electric components
    • DOI 10.1016/j.icheatmasstransfer.2007.03.008, PII S0735193307000607
    • X.Q. Wang, A.S. Mujumdar, and C. Yap Effect of orientation for phase change material (PCM)-based heat sinks for transient thermal management of electric components Int. Commun. Heat Mass Transfer 34 2007 801 808 (Pubitemid 47065231)
    • (2007) International Communications in Heat and Mass Transfer , vol.34 , Issue.7 , pp. 801-808
    • Wang, X.-Q.1    Mujumdar, A.S.2    Yap, C.3
  • 10
    • 39749179128 scopus 로고    scopus 로고
    • Transient cooling of electronics using phase change material (PCM)-based heat sinks
    • DOI 10.1016/j.applthermaleng.2007.06.010, PII S1359431107002116
    • R. Kandasamy, X.Q. Wang, and A.S. Mujumdar Transient cooling of electronics using phase change material (PCM)-based heat sinks Appl. Therm. Eng. 28 2008 1047 1057 (Pubitemid 351312692)
    • (2008) Applied Thermal Engineering , vol.28 , Issue.8-9 , pp. 1047-1057
    • Kandasamy, R.1    Wang, X.-Q.2    Mujumdar, A.S.3
  • 11
    • 46749138323 scopus 로고    scopus 로고
    • System thermal analysis for mobile phone
    • Z. Luo, H. Cho, X. Luo, and K. Cho System thermal analysis for mobile phone Appl. Therm. Eng. 28 2008 1889 1895
    • (2008) Appl. Therm. Eng. , vol.28 , pp. 1889-1895
    • Luo, Z.1    Cho, H.2    Luo, X.3    Cho, K.4
  • 12
    • 0038142372 scopus 로고    scopus 로고
    • PCM thermal control unit for portable electronic devices: Experimental and numerical studies
    • E.M. Alawadhi, and C.H. Amon PCM thermal control unit for portable electronic devices: experimental and numerical studies IEEE Trans. Compon. Packag. Technol. 26 2003 116 125
    • (2003) IEEE Trans. Compon. Packag. Technol. , vol.26 , pp. 116-125
    • Alawadhi, E.M.1    Amon, C.H.2
  • 13
    • 34447501562 scopus 로고    scopus 로고
    • Application of phase change materials in thermal management of electronics
    • DOI 10.1016/j.applthermaleng.2006.12.013, PII S1359431107000063
    • R. Kandasamy, X.Q. Wang, and A.S. Mujumdar Application of phase change materials in thermal management of electronics Appl. Therm. Eng. 27 2007 2822 2832 (Pubitemid 47296383)
    • (2007) Applied Thermal Engineering , vol.27 , Issue.17-18 , pp. 2822-2832
    • Kandasamy, R.1    Wang, X.-Q.2    Mujumdar, A.S.3
  • 14
    • 42649135186 scopus 로고    scopus 로고
    • Studies on optimum distribution of fins in heat sinks filled with phase change materials
    • S.K. Saha, K. Srinivasan, and P. Dutta Studies on optimum distribution of fins in heat sinks filled with phase change materials ASME J. Heat Transfer 130 2008 034505/1 034505/4
    • (2008) ASME J. Heat Transfer , vol.130
    • Saha, S.K.1    Srinivasan, K.2    Dutta, P.3
  • 15
    • 77955213298 scopus 로고    scopus 로고
    • Passive cooling of protruding electronic components by latent heat of fusion storage
    • M. Faraji, and H. El Qarnia Passive cooling of protruding electronic components by latent heat of fusion storage ASME J. Electron. Pack 131 2009 021011
    • (2009) ASME J. Electron. Pack , vol.131 , pp. 021011
    • Faraji, M.1    El Qarnia, H.2
  • 16
    • 17644375182 scopus 로고    scopus 로고
    • Method to improve geometry for heat transfer enhancement in PCM composite heat sinks
    • DOI 10.1016/j.ijheatmasstransfer.2005.01.032, PII S0017931005001419
    • R. Akhilesh, A. Narasimhan, and C. Balaji Method to improve geometry for heat transfer enhancement in PCM composite heat sinks Int. J. Heat Mass Transfer 48 2005 2759 2770 (Pubitemid 40572824)
    • (2005) International Journal of Heat and Mass Transfer , vol.48 , Issue.13 , pp. 2759-2770
    • Akhilesh, R.1    Narasimhan, A.2    Balaji, C.3
  • 17
    • 33645999654 scopus 로고    scopus 로고
    • A numerical model for heat sinks with phase change materials and thermal conductivity enhancers
    • K.C. Nayak, S.K. Saha, K. Srinivasan, and P. Dutta A numerical model for heat sinks with phase change materials and thermal conductivity enhancers Int. J. Heat Mass Transfer 49 2006 1833 1844
    • (2006) Int. J. Heat Mass Transfer , vol.49 , pp. 1833-1844
    • Nayak, K.C.1    Saha, S.K.2    Srinivasan, K.3    Dutta, P.4
  • 19
    • 80052958788 scopus 로고    scopus 로고
    • Numerical simulation on phase-change thermal storage/release in a plate-fin unit
    • W.B. Ye, D.S. Zhu, and N. Wang Numerical simulation on phase-change thermal storage/release in a plate-fin unit Appl. Therm. Eng. 31 2011 3871 3884
    • (2011) Appl. Therm. Eng. , vol.31 , pp. 3871-3884
    • Ye, W.B.1    Zhu, D.S.2    Wang, N.3
  • 20
    • 84355161407 scopus 로고    scopus 로고
    • Experimental investigations on phase change material based finned heat sinks for electronic equipment cooling
    • R. Baby, and C. Balaji Experimental investigations on phase change material based finned heat sinks for electronic equipment cooling Int. J. Heat Mass Transfer 55 2012 1642 1649
    • (2012) Int. J. Heat Mass Transfer , vol.55 , pp. 1642-1649
    • Baby, R.1    Balaji, C.2
  • 21
    • 80755125927 scopus 로고    scopus 로고
    • Preparation and thermal energy storage properties of paraffin/expanded graphite composite phase change material
    • Z. Zhang, N. Zhang, J. Peng, X. Fang, X. Gao, and Y. Fang Preparation and thermal energy storage properties of paraffin/expanded graphite composite phase change material Appl. Energy 91 2012 426 431
    • (2012) Appl. Energy , vol.91 , pp. 426-431
    • Zhang, Z.1    Zhang, N.2    Peng, J.3    Fang, X.4    Gao, X.5    Fang, Y.6
  • 22
    • 77954314378 scopus 로고    scopus 로고
    • Heat transfer enhancement for thermal energy storage using metal foams embedded within phase change materials (PCMs)
    • C.Y. Zhao, W. Lu, and Y. Tian Heat transfer enhancement for thermal energy storage using metal foams embedded within phase change materials (PCMs) Solar Energy 84 2010 1402 1412
    • (2010) Solar Energy , vol.84 , pp. 1402-1412
    • Zhao, C.Y.1    Lu, W.2    Tian, Y.3
  • 23
    • 80955178938 scopus 로고    scopus 로고
    • Energy storage and solidification of paraffin phase change material embedded with graphite nanofibers
    • O. Sanusi, R. Warzoha, and A.S. Fleischer Energy storage and solidification of paraffin phase change material embedded with graphite nanofibers Int. J. Heat Mass Transfer 54 2011 4429 4436
    • (2011) Int. J. Heat Mass Transfer , vol.54 , pp. 4429-4436
    • Sanusi, O.1    Warzoha, R.2    Fleischer, A.S.3
  • 24
    • 71849083002 scopus 로고    scopus 로고
    • Cooling of portable hand-held electronic devices using phase change materials in finned heat sinks
    • S.C. Fok, W. Shen, and F.L. Tan Cooling of portable hand-held electronic devices using phase change materials in finned heat sinks Int. J. Therm. Sci. 49 2010 109 117
    • (2010) Int. J. Therm. Sci. , vol.49 , pp. 109-117
    • Fok, S.C.1    Shen, W.2    Tan, F.L.3
  • 25
    • 84859215780 scopus 로고    scopus 로고
    • Evolutionary techniques in optimizing machining parameters: Review and recent applications (2007-2011)
    • N. Yusup, A.M. Zain, and S.Z.M. Hashim Evolutionary techniques in optimizing machining parameters: review and recent applications (2007-2011) Expert Syst. Appl. 39 2012 9909 9927
    • (2012) Expert Syst. Appl. , vol.39 , pp. 9909-9927
    • Yusup, N.1    Zain, A.M.2    Hashim, S.Z.M.3
  • 27
    • 34247497156 scopus 로고    scopus 로고
    • Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network
    • DOI 10.1016/j.ijheatmasstransfer.2006.12.017, PII S001793100700052X
    • K. Ermis, A. Erek, and I. Dincer Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network Int. J. Heat Mass Transfer 50 2007 3163 3175 (Pubitemid 46653901)
    • (2007) International Journal of Heat and Mass Transfer , vol.50 , Issue.15-16 , pp. 3163-3175
    • Ermis, K.1    Erek, A.2    Dincer, I.3
  • 28
    • 79955484718 scopus 로고    scopus 로고
    • RSM and ANN modeling for electrocoagulation of copper from simulated wastewater: Multi objective optimization using genetic algorithm approach
    • M.S. Bhatti, D. Kapoor, R.K. Kalia, A.S. Reddy, and A.K. Thukral RSM and ANN modeling for electrocoagulation of copper from simulated wastewater: multi objective optimization using genetic algorithm approach Desalination 274 2011 74 80
    • (2011) Desalination , vol.274 , pp. 74-80
    • Bhatti, M.S.1    Kapoor, D.2    Kalia, R.K.3    Reddy, A.S.4    Thukral, A.K.5
  • 29
    • 0036643393 scopus 로고    scopus 로고
    • Modeling and optimization of variable retort temperature (VRT) thermal processing using coupled neural networks and genetic algorithms
    • DOI 10.1016/S0260-8774(01)00159-5, PII S0260877401001595
    • C.R. Chen, and H.S. Ramaswamy Modeling and optimization of variable retort temperature (VRT) thermal processing using coupled neural networks and genetic algorithms J. Food Eng. 53 2002 209 220 (Pubitemid 34506121)
    • (2002) Journal of Food Engineering , vol.53 , Issue.3 , pp. 209-220
    • Chen, C.R.1    Ramaswamy, H.S.2
  • 30
    • 78650516443 scopus 로고    scopus 로고
    • Optimization of an artificial neural network topology using coupled response surface methodology and genetic algorithm for fluidized bed drying
    • T. Nazghelichi, M. Aghbashlo, and M.H. Kianmehr Optimization of an artificial neural network topology using coupled response surface methodology and genetic algorithm for fluidized bed drying Comput. Electron. Agr. 75 2011 84 91
    • (2011) Comput. Electron. Agr. , vol.75 , pp. 84-91
    • Nazghelichi, T.1    Aghbashlo, M.2    Kianmehr, M.H.3
  • 31
    • 59349083164 scopus 로고    scopus 로고
    • Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA
    • M. Rajendra, P.C. Jena, and H. Raheman Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA Fuel 88 2009 868 875
    • (2009) Fuel , vol.88 , pp. 868-875
    • Rajendra, M.1    Jena, P.C.2    Raheman, H.3
  • 32
    • 79952505541 scopus 로고    scopus 로고
    • Imperative role of neural networks coupled genetic algorithm on optimization of biohydrogen yield
    • R.S. Prakasham, T. Sathish, and P. Brahmaiah Imperative role of neural networks coupled genetic algorithm on optimization of biohydrogen yield Int. J. Hydrogen Energy 36 2011 4332 4339
    • (2011) Int. J. Hydrogen Energy , vol.36 , pp. 4332-4339
    • Prakasham, R.S.1    Sathish, T.2    Brahmaiah, P.3
  • 33
    • 17744391386 scopus 로고    scopus 로고
    • A novel channel selection method for CANDU refuelling based on the BPANN and GA techniques
    • DOI 10.1016/j.anucene.2005.03.003, PII S0306454905000836
    • X. Huo, and Z. Xie A novel channel selection method for CANDU refuelling based on the BPANN and GA techniques Ann. Nucl. Energy 32 2005 1081 1099 (Pubitemid 40574593)
    • (2005) Annals of Nuclear Energy , vol.32 , Issue.10 , pp. 1081-1099
    • Huo, X.1    Xie, Z.2
  • 34
    • 41649111702 scopus 로고    scopus 로고
    • Optimization of the location of multiple discrete heat sources in a ventilated cavity using artificial neural networks and micro genetic algorithm
    • DOI 10.1016/j.ijheatmasstransfer.2007.08.033, PII S0017931007005595
    • R.R. Madadi, and C. Balaji Optimization of the location of multiple discrete heat sources in a ventilated cavity using artificial neural networks and micro genetic algorithm Int. J. Heat Mass Transfer 51 2008 2299 2312 (Pubitemid 351483889)
    • (2008) International Journal of Heat and Mass Transfer , vol.51 , Issue.9-10 , pp. 2299-2312
    • Madadi, R.R.1    Balaji, C.2
  • 39
    • 0043209362 scopus 로고    scopus 로고
    • ThermoTRP channels and beyond: Mechanisms of temperature sensation
    • DOI 10.1038/nrn1141
    • A. Patapoutian, A.M. Peier, G.M. Story, and V. Viswanath Thermo TRP channels and beyond: mechanisms of temperature sensation Nat. Rev. Neurosci. 4 2003 529 539 (Pubitemid 37271364)
    • (2003) Nature Reviews Neuroscience , vol.4 , Issue.7 , pp. 529-539
    • Patapoutian, A.1    Peier, A.M.2    Story, G.M.3    Viswanath, V.4


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