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publication name 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 download
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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