A predictive model based on a 3-D computational approach for film cooling effectiveness over a flat plate using GMDH-type neural networks |
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| Authors: | M Naghashnejad N Amanifard H M Deylami |
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| Institution: | 1. Mechanical Engineering Department, Faculty of Engineering, University of Guilan, 3756, Rasht, Iran
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| Abstract: | A 3-D numerical solution is implemented for investigating incompressible turbulent flow and thermal fields of film cooling through a single row of inclined cylindrical holes over a flat plate model. The effects of parameters of interest on the film cooling performance have been simulated. The group method of data handling (GMDH)-type neural networks successfully employed for modeling and presenting a correlation for area-weighted average adiabatic film cooling effectiveness. |
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