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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. |