Staff Members - Benha University
Vortex Core Axial Velocity and Vortex Center Position in Tip Leakage Vortex Using Neural Network Model
International Journal of Advanced Engineering Research and Science (IJAERS) • 2016
Publication Information
Authors
Mosafa Y.Elbakry
Keywords
Neural Networks, Resilient Propagation
(RPROP), vortex core axial velocity, vortex center
position, clearance.
Journal
International Journal of Advanced Engineering Research and Science (IJAERS)
Publisher
www.ijaers.com
Volume
Vol-3,
Issue
5
Pages
63-67
publication.type
International
Paper Link
Not Available
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.
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.