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Prof. Mostafa Mohammed Yaseen Elbakry :: Publications:

Title:
Vortex Core Axial Velocity and Vortex Center Position in Tip Leakage Vortex Using Neural Network Model
Authors: Mosafa Y.Elbakry
Year: 2016
Keywords: Neural Networks, Resilient Propagation (RPROP), vortex core axial velocity, vortex center position, clearance.
Journal: International Journal of Advanced Engineering Research and Science (IJAERS)
Volume: Vol-3,
Issue: 5
Pages: 63-67
Publisher: www.ijaers.com
Local/International: International
Paper Link: Not Available
Full paper Mostafa Mohammed Yaseen Elbakry_1463507415-13 IJAERS-MAY-2016-26-Vortex Core Axial Velocity and Vortex Center Position in Tip Leakage Vortex Using Neural Network Model.pdf
Supplementary materials Not Available
Abstract:

This paper presents dependence of the vortex core axial velocity and vortex center position on clearance in a tip leakage vortex (TLV) for different angles using a system of neural networks (NNs) simulation in which the Resilient Propagation (RPROP) algorithm is applied. These studies are simulation of the vortex core axial velocity and vortex center position as a function of clearance at different angles. The system was trained on the available data of the two cases. The trained NN shows a better agreement with that of an experimental data in two cases; vortex core axial velocity and vortex center position.

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