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Volumn 55, Issue 9, 2009, Pages 825-844

Utilization of artificial neural networks in the context of materials selection for thermofluid design

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; BUILDING WALLS; COMPUTATIONAL TIME; DESIGN SPACES; DIRECT SIMULATION; HEAT TRANSFER PROBLEMS; LAYERED POROUS MEDIA; MATERIALS SELECTION; MULTILAYER STRUCTURES; OPTIMAL DESIGN; TEST CASE; THERMO-FLUID DESIGN;

EID: 67651232284     PISSN: 10407782     EISSN: 15210634     Source Type: Journal    
DOI: 10.1080/10407780902925515     Document Type: Article
Times cited : (13)

References (20)
  • 1
    • 0036027846 scopus 로고    scopus 로고
    • Global Optimization of Absorption Chiller System by Genetic Algorithm and Neural Network
    • T. T. Chow, G. Q. Zhang, Z. Lin, and C. L. Song, Global Optimization of Absorption Chiller System by Genetic Algorithm and Neural Network, Energy and Buildings, vol. 34, no. 1, pp. 103-109, 2002.
    • (2002) Energy and Buildings , vol.34 , Issue.1 , pp. 103-109
    • Chow, T.T.1    Zhang, G.Q.2    Lin, Z.3    Song, C.L.4
  • 2
    • 18444418535 scopus 로고    scopus 로고
    • Multi-Objective Optimization of the Coal Combustion Performance with Artificial Neural Networks and Genetic Algorithms
    • H. Zhou, K. Cen, and J. Fan, Multi-Objective Optimization of the Coal Combustion Performance with Artificial Neural Networks and Genetic Algorithms, Inter. J. of Energy Res., vol. 29, no. 6, pp. 499-510, 2005.
    • (2005) Inter. J. of Energy Res , vol.29 , Issue.6 , pp. 499-510
    • Zhou, H.1    Cen, K.2    Fan, J.3
  • 3
    • 38349111472 scopus 로고    scopus 로고
    • Optimal Design Approach for the Plate-Fin Heat Exchangers using Artificial Neural Networks Cooperated with Genetic Algorithms
    • H. Peng and X. Ling, Optimal Design Approach for the Plate-Fin Heat Exchangers using Artificial Neural Networks Cooperated with Genetic Algorithms, Appl. Therm. Eng., vol. 28, nos. 5-6, pp. 642-650, 2008.
    • (2008) Appl. Therm. Eng , vol.28 , Issue.5-6 , pp. 642-650
    • Peng, H.1    Ling, X.2
  • 4
    • 16644370792 scopus 로고    scopus 로고
    • Combination of Inverse and Neural Methods to Estimate Heat Flux
    • H. Deng, S. Guessasma, and G. Montavon, Combination of Inverse and Neural Methods to Estimate Heat Flux, Numer. Heat Transfer A, vol. 47, no. 6, pp. 593-607, 2005.
    • (2005) Numer. Heat Transfer A , vol.47 , Issue.6 , pp. 593-607
    • Deng, H.1    Guessasma, S.2    Montavon, G.3
  • 5
    • 33645384891 scopus 로고    scopus 로고
    • Predictions of Building's Temperature using Neural Networks Models
    • A. E. Ruano, E. M. Crispim, E. Z. E. Conceicao, and M. M. J. R. Lucio, Predictions of Building's Temperature using Neural Networks Models, Energy and Buildings, vol. 38, no. 6, pp. 682-694, 2006.
    • (2006) Energy and Buildings , vol.38 , Issue.6 , pp. 682-694
    • Ruano, A.E.1    Crispim, E.M.2    Conceicao, E.Z.E.3    Lucio, M.M.J.R.4
  • 6
    • 43149124581 scopus 로고    scopus 로고
    • Heat Sink Material Selection in Electronic Devices by Computational Approach
    • P. M. Geffroy, J. D. Mathias, and J. F. Silvain, Heat Sink Material Selection in Electronic Devices by Computational Approach, Adv. Eng. Mater., vol. 10, no. 4, pp. 400-405, 2008.
    • (2008) Adv. Eng. Mater , vol.10 , Issue.4 , pp. 400-405
    • Geffroy, P.M.1    Mathias, J.D.2    Silvain, J.F.3
  • 7
    • 41649094656 scopus 로고    scopus 로고
    • Efficiency of Composite Fins of Variable Thickness
    • C. Cortes, L. I. Diez, and A. Campo, Efficiency of Composite Fins of Variable Thickness, Inter. J. of Heat and Mass Transfer, vol. 51, nos. 9-10, pp. 2153-2166, 2008.
    • (2008) Inter. J. of Heat and Mass Transfer , vol.51 , Issue.9-10 , pp. 2153-2166
    • Cortes, C.1    Diez, L.I.2    Campo, A.3
  • 8
    • 33845284261 scopus 로고    scopus 로고
    • Layered Porous Media Architecture for Maximal Cooling
    • P. Wildi-Tremblay and L. Gosselin, Layered Porous Media Architecture for Maximal Cooling, Inter. J. of Heat and Mass Transfer, vol. 50, nos. 3-4, pp. 464-478, 2007.
    • (2007) Inter. J. of Heat and Mass Transfer , vol.50 , Issue.3-4 , pp. 464-478
    • Wildi-Tremblay, P.1    Gosselin, L.2
  • 9
    • 46149107683 scopus 로고    scopus 로고
    • Thermal Resistance Minimization of a Fin-and-Porous Medium Heat Sink with Evolutionary Algorithms
    • M. Tye-Gingras and L. Gosselin, Thermal Resistance Minimization of a Fin-and-Porous Medium Heat Sink with Evolutionary Algorithms, Numer. Heat Transfer A, vol. 54, no. 4, pp. 349-366. 2008.
    • (2008) Numer. Heat Transfer A , vol.54 , Issue.4 , pp. 349-366
    • Tye-Gingras, M.1    Gosselin, L.2
  • 10
    • 37549004334 scopus 로고    scopus 로고
    • Effect of Non-Local Equilibrium on Minimal Thermal Resistance Porous Layered Systems
    • G. Leblond and L. Gosselin, Effect of Non-Local Equilibrium on Minimal Thermal Resistance Porous Layered Systems, Inter. J. of Heat and Fluid Flow, vol. 29, no. 1, pp. 281-291, 2008.
    • (2008) Inter. J. of Heat and Fluid Flow , vol.29 , Issue.1 , pp. 281-291
    • Leblond, G.1    Gosselin, L.2
  • 11
    • 45449083805 scopus 로고    scopus 로고
    • Minimizing Hot Spot Temperature of Porous Stackings in Natural Convection
    • C. Villemure, L. Gosselin, and G. Gendron, Minimizing Hot Spot Temperature of Porous Stackings in Natural Convection, Inter. J. of Heat and Mass Transfer, vol. 51, nos. 15-16, pp. 4025-4037, 2008.
    • (2008) Inter. J. of Heat and Mass Transfer , vol.51 , Issue.15-16 , pp. 4025-4037
    • Villemure, C.1    Gosselin, L.2    Gendron, G.3
  • 12
    • 52149095846 scopus 로고    scopus 로고
    • Optimized Structure of Two Layered Porous Media with Genetic Algorithm for Transpiration Cooling
    • J. Shi and J. Wang, Optimized Structure of Two Layered Porous Media with Genetic Algorithm for Transpiration Cooling, Inter. J. of Thermal Sciences, vol. 47, no. 12, pp. 1595-1601, 2008.
    • (2008) Inter. J. of Thermal Sciences , vol.47 , Issue.12 , pp. 1595-1601
    • Shi, J.1    Wang, J.2
  • 13
    • 0036645214 scopus 로고    scopus 로고
    • 3-D Conjugate Analysis of Cooled Coated Plates and Homogenization of Their Thermal Properties
    • G. Laschet, S. Rex, and D. Bohn, 3-D Conjugate Analysis of Cooled Coated Plates and Homogenization of Their Thermal Properties, Numer. Heat Transfer A, vol. 42, nos. 1-2, pp. 91-106, 2002.
    • (2002) Numer. Heat Transfer A , vol.42 , Issue.1-2 , pp. 91-106
    • Laschet, G.1    Rex, S.2    Bohn, D.3
  • 15
    • 0032210313 scopus 로고    scopus 로고
    • Effects of Wall's Insulation Thickness and Position on Time Lag and Decrement
    • H. Asan, Effects of Wall's Insulation Thickness and Position on Time Lag and Decrement, Energy and Buildings, vol. 28, no. 3, pp. 299-305, 1998.
    • (1998) Energy and Buildings , vol.28 , Issue.3 , pp. 299-305
    • Asan, H.1
  • 16
    • 2442603361 scopus 로고    scopus 로고
    • On the Optimization of Building Envelope Thermal Performance - Multi-Layered Wall Design to Minimize Heating and Cooling Plant Intervention in the Case of Time Varying External Temperature Fields
    • M. Ciampi, F. Fantozzi, F. Leccese, and G. Tuoni, On the Optimization of Building Envelope Thermal Performance - Multi-Layered Wall Design to Minimize Heating and Cooling Plant Intervention in the Case of Time Varying External Temperature Fields, Civil Eng. and Enviro. Sys., vol. 20, no. 4, pp. 231-254, 2003.
    • (2003) Civil Eng. and Enviro. Sys , vol.20 , Issue.4 , pp. 231-254
    • Ciampi, M.1    Fantozzi, F.2    Leccese, F.3    Tuoni, G.4
  • 17
    • 0030104066 scopus 로고    scopus 로고
    • Enhancement of Energy Charge-Discharge Rates in Composite Slabs of Different Phase Change Materials
    • Z.-X. Gong and A. S. Mujumdar, Enhancement of Energy Charge-Discharge Rates in Composite Slabs of Different Phase Change Materials, Inter. J. of Heat and Mass Transfer, vol. 39, no. 4, pp. 725-733, 1996.
    • (1996) Inter. J. of Heat and Mass Transfer , vol.39 , Issue.4 , pp. 725-733
    • Gong, Z.-X.1    Mujumdar, A.S.2
  • 19
  • 20
    • 59849129365 scopus 로고    scopus 로고
    • Review of Genetic Algorithms Utilization in Heat Transfer Problems
    • L. Gosselin, M. Tye-Gingras, and F. Mathieu-Potvin, Review of Genetic Algorithms Utilization in Heat Transfer Problems, Inter. J. of Heat and Mass Transfer, vol. 52, nos. 9-10, pp. 2169-2188, 2009.
    • (2009) Inter. J. of Heat and Mass Transfer , vol.52 , Issue.9-10 , pp. 2169-2188
    • Gosselin, L.1    Tye-Gingras, M.2    Mathieu-Potvin, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.