Neural network analysis of single swirl spray pattern at various pressure drops

39th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit

Volumn , Issue , 2003, Pages

  Soltani, M R ^a,b   Ghorbanian, K ^a,b   Ashjaee, M ^a,b   Morad, M R ^a,b  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF TEHRAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

DROPS; INTERPOLATION; PRESSURE DROP; PROPULSION;

GENERAL REGRESSION NEURAL NETWORK; INTERPOLATION METHOD; MEAN VELOCITY COMPONENTS; PHASE DOPPLER ANEMOMETER; RADIAL BASIS FUNCTIONS; SPRAY MEASUREMENTS; SWIRL SPRAYS;

RADIAL BASIS FUNCTION NETWORKS;

EID: 85087188210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2003-4757     Document Type: Conference Paper

References (8)

1. Amir, M. A. et al, "CFD and Neural Network Modeling of Dense Propane Spray" Atomization Conference, ILASS-Europe'99 1999.
2. Schulte, G. et al, "Study of the Spray Structure of a Fan Atomizer by Means of a Neural Network-Based Mathematical Model" Atomization Conference, ILASSEurope' 99 1999.
3. Pruvost, J. et al, "Three-dimensional Swirl Flow Velocity-Field Reconstruction Using a Neural Network With Radial Basis Function" Journal of Fluids Engineering. Vol. 123, 2001.
4. Soltani M. R. et al, "Neural Network-Based Modeling of Velocity Distribution in the Spray of a Swirl Atomizer" 7th Annual Conference on Liquid Atomization and Spray Systems-Asia ILASS Asia 2002.
5. Soltani M. R. et al, "Prediction of Velocity Distribution In The Mixing Region Of Swirl Sprays Using Neural Network Implementation" Submitted to 33th AIAA Fluid Dynamics Conference and Exhibit, 2003.
6. Ghorbanian K. et al, "Experimental Flow Visualization of Single Swirl Spray Pattern at Various Pressure Drops" Submitted to 39th Joint Propulsion Conference, 2003
7. Cichocki A. and Unbehauen R., "Neural Networks for Optimization and Signal Processing" John Wiley & Sons 1993.
8. Donald F. Specht., "A General Regression Neural Network" IEEE 1991