| 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.