Turbomachinery blade design using a navier-stokes solver and artificial neural network

Proceedings of the ASME Turbo Expo

Volumn 1, Issue , 1998, Pages

  Pierret, Stéphane ^a   Van Den Braembussche, R A ^a  

^a VON KARMAN INSTITUTE FOR FLUID DYNAMICS   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT ENGINES; DESIGN; GAS TURBINES; KNOWLEDGE BASED SYSTEMS; MACHINE DESIGN; NAVIER STOKES EQUATIONS; NEURAL NETWORKS; SIMULATED ANNEALING; TURBINE COMPONENTS; TURBOMACHINERY;

APPROXIMATE MODEL; AUTOMATIC DESIGN; COMPUTATIONAL EFFORT; KNOWLEDGE-BASED METHODS; MECHANICAL CONSTRAINTS; NAVIER STOKES SOLUTION; NAVIER-STOKES SOLVER; RESPONSE SURFACE;

TURBOMACHINE BLADES;

EID: 0009198028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/98-GT-004     Document Type: Conference Paper

References (7)

1. Arnone, A. and Benvenuti, E., 1994, "Three-Dimensional Navier-Stokes Analysis of a Two-Stage Gas Turbine", ASME 94-GT-98.
2. Vanderplaats, G. N., Numerical Optimization Techniques for Engineering Design", McGraw-Hill, 1984
3. Jou, W. H., and Huffman, W. P., and Young, D. P., and Melvin, R. G., and Bieterman, M. B., and Hilmes, C. L., and Johnson, F. T., "Practical Considerations in Aerodynamic Design Optimization", AIAA-95-1730, 1995, pp. 950-960.
4. Farin, G., "Curves and Surfaces for Computer Aided Geometric Design", Academic Press, Inc., 1993
5. Cichocki, A., and Unbehauen, R., "Neural Networks for Optimization and Signal Processing", John Wiley and Sons, 1994.
6. Van Laarhoven, P. J. M. and Aarts E. H. L., "Simulated Annealing: Theory and applications" Kluwer Academic Publishers, 1987.
7. Pierret, S., "Turbomachinery Blade Design using a Navier-Stokes Solver and Artificial Neural Network", VKI Lecture Series 1997-05, April 21-25, 1997