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Volumn 46, Issue 3, 2010, Pages 345-353

Prediction of CHF in concentric-tube open thermosiphon using artificial neural network and genetic algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BUBBLE SIZE; CRITICAL HEAT FLUX; DENSITY RATIO; EMPIRICAL CORRELATIONS; EXPERIMENTAL DATA; HEATED TUBES; INNER DIAMETERS; INPUT PARAMETER; MEAN RELATIVE ERROR; NEW CORRELATIONS;

EID: 77952009580     PISSN: 09477411     EISSN: 14321181     Source Type: Journal    
DOI: 10.1007/s00231-010-0575-9     Document Type: Article
Times cited : (19)

References (21)
  • 2
    • 0018480417 scopus 로고
    • Entrainment limits in heat pipes
    • 10.2514/3.61190
    • CL Tien KS Chung 1979 Entrainment limits in heat pipes AIAA J 17 6 643 646 10.2514/3.61190
    • (1979) AIAA J , vol.17 , Issue.6 , pp. 643-646
    • Tien, C.L.1    Chung, K.S.2
  • 3
    • 0029674914 scopus 로고    scopus 로고
    • Analytical study of critical heat flux in two-phase thermosyphon: Relationship between maximum falling liquid rate and critical heat flux
    • M Monde 1996 Analytical study of critical heat flux in two-phase thermosyphon: relationship between maximum falling liquid rate and critical heat flux Trans ASME J Heat Transf 118 2 422 428 10.1115/1.2825861 (Pubitemid 126544458)
    • (1996) Journal of Heat Transfer , vol.118 , Issue.2 , pp. 422-428
    • Monde, M.1
  • 4
    • 0030216167 scopus 로고    scopus 로고
    • Experimental study of critical heat flux in open two-phase thermosyphon
    • M Monde S Mihara Y Mitsutake 1996 Experimental study of critical heat flux in open two-phase thermosyphon Int J Heat Mass Transf 31 6 393 398
    • (1996) Int J Heat Mass Transf , vol.31 , Issue.6 , pp. 393-398
    • Monde, M.1    Mihara, S.2    Mitsutake, Y.3
  • 5
    • 0019204232 scopus 로고
    • Single-phase heat transfer characteristics of concentric-tube thermosyphon
    • N Seki S Fukusako K Koguchi 1980 Single-phase heat transfer characteristics of concentric-tube thermosyphon Wärme Stoffübertrag 14 3 189 199 10.1007/BF01637701 (Pubitemid 11454365)
    • (1980) Warme- und Stoffubertragung Zeitschrift , vol.14 , Issue.3 , pp. 189-199
    • Seki, N.1    Fukusako, S.2    Koguchi, K.3
  • 6
    • 0009853791 scopus 로고
    • Critical heat flux during natural convective boiling in a vertical uniformly heated inner tubes in vertical annular tubes submerged in saturated liquid
    • 10.1007/BF01539759
    • M Monde Y Mitsutake S Kubo 1994 Critical heat flux during natural convective boiling in a vertical uniformly heated inner tubes in vertical annular tubes submerged in saturated liquid Wärme Stoffübertrag 29 4 271 276 10.1007/BF01539759
    • (1994) Wärme Stoffübertrag , vol.29 , Issue.4 , pp. 271-276
    • Monde, M.1    Mitsutake, Y.2    Kubo, S.3
  • 7
    • 8444240737 scopus 로고    scopus 로고
    • Experimental study of critical heat flux in a two-phase open concentric-tube thermosyphon
    • DOI 10.1002/(SICI)1520-6556(1997)26:5<319::AID-HTJ4>3.0.CO;2-Z
    • Y Mitsutake M Monde MZ Hasan 1997 Experimental study of the critical heat flux in a two-phase open concentric-tube thermosyphon Heat Trans Jpn Res 26 5 319 331 10.1002/(SICI)1520-6556(1997)26:5<319::AID-HTJ4>3.0.CO;2-Z (Pubitemid 28314816)
    • (1997) Heat Transfer - Japanese Research , vol.26 , Issue.5 , pp. 319-331
    • Mitsutake, Y.1    Monde, M.2    Z. Hasan, M.3    Kim, W.4
  • 8
    • 0032441382 scopus 로고    scopus 로고
    • Experimental study of CHF in concentric-tube open thermosyphon
    • 10.1016/S0017-9310(98)00149-5
    • MA Islam M Monde MZ Hasan Y Mitsutake 1998 Experimental study of CHF in concentric-tube open thermosyphon Int J Heat Mass Transf 41 23 3691 3704 10.1016/S0017-9310(98)00149-5
    • (1998) Int J Heat Mass Transf , vol.41 , Issue.23 , pp. 3691-3704
    • Islam, M.A.1    Monde, M.2    Hasan, M.Z.3    Mitsutake, Y.4
  • 10
    • 23844501353 scopus 로고    scopus 로고
    • CHF characteristics and correlations of concentric-tube open thermosyphon working with R22
    • DOI 10.1016/j.ijheatmasstransfer.2005.03.033, PII S0017931005003406
    • MA Islam M Monde Y Mitsutake 2005 CHF characteristics and correlations of concentric-tube open thermosyphon working with R22 Int J Heat Mass Transf 48 21-22 4615 4622 10.1016/j.ijheatmasstransfer.2005.03.033 (Pubitemid 41168454)
    • (2005) International Journal of Heat and Mass Transfer , vol.48 , Issue.21-22 , pp. 4615-4622
    • Islam, M.A.1    Monde, M.2    Mitsutake, Y.3
  • 11
    • 0002060271 scopus 로고    scopus 로고
    • Parametric trends analysis of the critical heat flux based on artificial neural networks
    • 10.1016/0029-5493(95)01178-1
    • SK Moon WP Baek SH Chang 1996 Parametric trends analysis of the critical heat flux based on artificial neural networks Nucl Eng Des 163 1-2 29 49 10.1016/0029-5493(95)01178-1
    • (1996) Nucl Eng des , vol.163 , Issue.12 , pp. 29-49
    • Moon, S.K.1    Baek, W.P.2    Chang, S.H.3
  • 12
    • 0028761466 scopus 로고
    • Classification and prediction of the critical heat flux using fuzzy theory and artificial neural networks
    • 10.1016/0029-5493(94)90059-0
    • SK Moon SH Chang 1994 Classification and prediction of the critical heat flux using fuzzy theory and artificial neural networks Nucl Eng Des 150 1 151 161 10.1016/0029-5493(94)90059-0
    • (1994) Nucl Eng des , vol.150 , Issue.1 , pp. 151-161
    • Moon, S.K.1    Chang, S.H.2
  • 13
    • 0001022365 scopus 로고    scopus 로고
    • Integrating artificial neural networks and empirical correlations for the prediction of water-subcooled critical heat flux
    • A Mazzola 1997 Integrating artificial neural networks and empirical correlations for the prediction of water-subcooled critical heat flux Rev Gen Therm 36 11 799 806
    • (1997) Rev Gen Therm , vol.36 , Issue.11 , pp. 799-806
    • Mazzola, A.1
  • 14
    • 48149100938 scopus 로고    scopus 로고
    • Experimental and theoretical study on transition boiling concerning downward-facing horizontal surface in confined space
    • 10.1016/j.nucengdes.2008.02.015
    • DW Zhao GH Su WX Tian K Sugiyama SZ Qiu 2008 Experimental and theoretical study on transition boiling concerning downward-facing horizontal surface in confined space Nucl Eng Des 238 9 2460 2467 10.1016/j.nucengdes.2008.02.015
    • (2008) Nucl Eng des , vol.238 , Issue.9 , pp. 2460-2467
    • Zhao, D.W.1    Su, G.H.2    Tian, W.X.3    Sugiyama, K.4    Qiu, S.Z.5
  • 15
    • 64749088633 scopus 로고    scopus 로고
    • Neural networks analysis of thermal characteristics on plate-fin heat exchangers with limited experimental data
    • Peng Hao Ling Xiang 2009 Neural networks analysis of thermal characteristics on plate-fin heat exchangers with limited experimental data Appl Therm Eng 29 11-12 2251 2256
    • (2009) Appl Therm Eng , vol.29 , Issue.1112 , pp. 2251-2256
    • Peng, H.1    Ling, X.2
  • 16
    • 44449152009 scopus 로고    scopus 로고
    • Prediction of temperature profiles using artificial neural networks in a vertical thermosiphon reboiler
    • DOI 10.1016/j.applthermaleng.2007.10.002, PII S1359431107003250
    • MA Hakeem M Kamil I Arman 2008 Prediction of temperature profiles using artificial neural networks in a vertical thermosiphon reboiler Appl Therm Eng 28 13 1572 1579 10.1016/j.applthermaleng.2007.10.002 (Pubitemid 351758902)
    • (2008) Applied Thermal Engineering , vol.28 , Issue.13 , pp. 1572-1579
    • Hakeem, M.A.1    Kamil, M.2    Arman, I.3
  • 17
    • 0037333125 scopus 로고    scopus 로고
    • Analysis of the critical heat flux in round vertical tubes under low pressure and flow oscillation conditions, applications of artificial neural network
    • 10.1016/S0029-5493(02)00304-7
    • GH Su K Morita K Fukuda M Pidduck DN Jia J Miettien 2003 Analysis of the critical heat flux in round vertical tubes under low pressure and flow oscillation conditions, applications of artificial neural network Nucl Eng Des 220 1 17 35 10.1016/S0029-5493(02)00304-7
    • (2003) Nucl Eng des , vol.220 , Issue.1 , pp. 17-35
    • Su, G.H.1    Morita, K.2    Fukuda, K.3    Pidduck, M.4    Jia, D.N.5    Miettien, J.6
  • 18
    • 0033686465 scopus 로고    scopus 로고
    • Applications of artificial neural-networks for energy systems
    • 10.1016/S0306-2619(00)00005-2
    • S Kalogirou 2000 Applications of artificial neural-networks for energy systems Appl Energy 67 1-2 17 35 10.1016/S0306-2619(00)00005-2
    • (2000) Appl Energy , vol.67 , Issue.12 , pp. 17-35
    • Kalogirou, S.1
  • 21
    • 57349129724 scopus 로고    scopus 로고
    • Comparison of fitting weed seedling emergence models with nonlinear regression and genetic algorithm
    • 10.1016/j.compag.2008.07.005
    • MR Haj Seyed Hadi JL Gonzalez-Andujar 2009 Comparison of fitting weed seedling emergence models with nonlinear regression and genetic algorithm Comput Electron Agr 65 19 25 10.1016/j.compag.2008.07.005
    • (2009) Comput Electron Agr , vol.65 , pp. 19-25
    • Haj Seyed Hadi, M.R.1    Gonzalez-Andujar, J.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.