Heat Transfer to Horizontal Tube Banks in the Splash Zone of a Fluidized Bed of Large Particles

Fluidization ◽  
1980 ◽  
pp. 235-242 ◽  
Author(s):  
R. T. Wood ◽  
M. Kuwata ◽  
F. W. Staub
Keyword(s):  
Heat Transfer ◽  
Fluidized Bed ◽  
Horizontal Tube ◽  
Splash Zone ◽  
Large Particles ◽  
Tube Banks

Artificial Neural Network Based Prediction of Heat Transfer From Horizontal Tube Bundles Immersed in Gas–Solid Fluidized Bed of Large Particles

2014 ◽  
Vol 137 (1) ◽  
Author(s):  
L. V. Kamble ◽  
D. R. Pangavhane ◽  
T. P. Singh
Keyword(s):  
Neural Network ◽  
Heat Transfer ◽  
Artificial Neural Network ◽  
Fluidized Bed ◽  
Particle Diameter ◽  
Horizontal Tube ◽  
Feed Forward Network ◽  
Large Particles ◽  
Tube Bundles ◽  
Artificial Neural

Artificial neural network (ANN) modeling of heat transfer from horizontal tube bundles immersed in gas fluidized bed of large particles (mustard, raagi and bajara) was investigated. The effect of fluidizing gas velocity on the heat transfer coefficient in the immersed tube bundles in in-line and staggered arrangement is discussed. The parameters particle diameter, temperature difference between bed and immersed surface were used in the neural network (NN) modeling along with fluidizing velocity. The feed-forward network with back propagation structure implemented using Levenberg–Marquardt's learning rule in the NN approach. The predictions of the ANN were found to be in good agreement with the experiment's values, as well as the results achieved by the developed correlations.

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