Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network
作者： Kemal Ermis , Aytunc Erek , Ibrahim Dincer , None
DOI: 10.1016/J.IJHEATMASSTRANSFER.2006.12.017
关键词:
摘要: … The present study using ANN approach for heat transfer analysis in phase change heat storage process appears to be significant for practical thermal energy storage applications. …
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sci-hub.se 参考文章(28)
Marc (Marc A.) Rosen, Adrian Bejan, Thermal Energy Storage: Systems and Applications ,(2002)
V. Gnielinski, New equations for heat and mass transfer in turbulent pipe and channel flow International Chemical Engineering. ,vol. 16, pp. 359- 368 ,(1976)
Robert J. Marks, Russell D. Reed, Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks ,(1999)
Laurene Fausett, Fundamentals of neural networks: architectures, algorithms, and applications Prentice Hall. ,(1994)
S.S. Sablani, A. Kacimov, J. Perret, A.S. Mujumdar, A. Campo, Non-iterative estimation of heat transfer coefficients using artificial neural network models International Journal of Heat and Mass Transfer. ,vol. 48, pp. 665- 679 ,(2005) , 10.1016/J.IJHEATMASSTRANSFER.2004.09.005
A. G. Bathelt, R. Viskanta, Heat Transfer and Interface Motion During Melting and Solidification around a Finned Heat Source/Sink Journal of Heat Transfer-transactions of The Asme. ,vol. 103, pp. 720- 726 ,(1981) , 10.1115/1.3244532
G.E Nasr, E.A Badr, C Joun, Backpropagation neural networks for modeling gasoline consumption Energy Conversion and Management. ,vol. 44, pp. 893- 905 ,(2003) , 10.1016/S0196-8904(02)00087-0
A. Abbassi, L. Bahar, Application of neural network for the modeling and control of evaporative condenser cooling load Applied Thermal Engineering. ,vol. 25, pp. 3176- 3186 ,(2005) , 10.1016/J.APPLTHERMALENG.2005.04.006
Marcel Lacroix, Study of the heat transfer behavior of a latent heat thermal energy storage unit with a finned tube International Journal of Heat and Mass Transfer. ,vol. 36, pp. 2083- 2092 ,(1993) , 10.1016/S0017-9310(05)80139-5
Ibrahim Dincer, Marc A. Rosen, Energetic, environmental and economic aspects of thermal energy storage systems for cooling capacity Applied Thermal Engineering. ,vol. 21, pp. 1105- 1117 ,(2001) , 10.1016/S1359-4311(00)00102-2