Prediction of velocity distribution in the mixing region of swirl sprays using neural network implementation

33rd AIAA Fluid Dynamics Conference and Exhibit

Volumn , Issue , 2003, Pages

  Soltani, M R ^a   Ghorbanian, K ^a   Ashjaee, M ^b   Mesbahi, M H ^c   Morad, M R ^c  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF TEHRAN   (Iran)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894622359     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

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2. Ortman, J. and Lefebvre A. H. "Fuel Distribution from Pressure-Swirl Atomizers" J. Propulsion. Vol.1, 1985
3. Zhao, Y. H., et al., "Experimental and Analytical Investigation on the Variation of Spray Characteristics Along Radial Distance Downstream of a Pressure Swirl Atomizer" Journal of Engineering for Gas Turbine and Power. Vol. 108, 1986
4. Yule A. J., et al, "The Performance Characteristics of Solid-Cone-Spray Pressure Swirl Atomizers" Atomization. Atomization and Sprays. Vol. 10, 2000
5. Cichocki A. and Unbehauen R., "Neural Networks for Optimization and Signal Processing" John Wiley & Sons 1993.
6. Amir, M. A. et al, "CFD and Neural Network Modeling of Dense Propane Spray" Atomization Conference, ILASS-Europe'99 1999.
7. 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.
8. 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.
9. Donald F. Specht., "A General Regression Neural Network" IEEE 1991
10. Ashjaee, M., et al, "PDA Measurements of Droplet Size and Velocity In Mixing Region of Two Sprays" ISME2002
11. th Asian Congress of Fluid Mechanics, 2002
12. 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.