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
معلومات البحث
المؤلفون
Mosafa Y.Elbakry
الكلمات المفتاحية
Neural Networks, Resilient Propagation
(RPROP), vortex core axial velocity, vortex center
position, clearance.
المجلة العلمية
International Journal of Advanced Engineering Research and Science (IJAERS)
الناشر
www.ijaers.com
المجلد
Vol-3,
العدد
5
الصفحات
63-67
publication.type
International
رابط البحث
Not Available
المواد المرفقة
Not Available
الملخص
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.
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