Multi-objective optimization of transonic compressor blade using evolutionary algorithm

Journal of Propulsion and Power

Volumn 21, Issue 6, 2005, Pages 979-987

  Lian, Yongsheng ^a,c,d   Liou, Meng Sing ^b,c,d  

^a UNIVERSITY OF MICHIGAN   (United States)

^b NASA GLENN RESEARCH CENTER   (United States)

^c Department of Aerospace Engineering ^*  (United States)

^d AIAA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPRESSORS; COMPUTATIONAL FLUID DYNAMICS; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; OPTIMIZATION; PRESSURE DISTRIBUTION;

COMPRESSOR BLADES; GRADIENT-BASED METHOD; STAGE PRESSURE RATIO;

TURBOMACHINE BLADES;

EID: 19944363395     PISSN: 07484658     EISSN: 15333876     Source Type: Journal    
DOI: 10.2514/1.14667     Document Type: Article

References (17)

1. Benser, W. A., "Transonic Compressor Technology Advancements" NASA SP-304, 1970.
2. Oyama, A., Liou, M. S., and Obayashi, S., "Transonic Axial-Flow Blade Shape Optimization Using Evolutionary Algorithm and Three-Dimensional Navier-Stokes Solver," Journal of Propulsion and Power, vol. 20, no. 4, 2004, pp. 612-619.
3. Lian, Y., and Liou, M. S., "Multiobjective Optimization Using Coupled Response Surface Model and Evolutionary Algorithm," AIAA Journal (to be published); also AIAA Paper 2004-4323, 2004.
4. Benini, E., "Three-Dimensional Multi-Objective Design Optimization of a Transonic Compressor Rotor," Journal of Propulsion and Power, vol. 20, no. 3, 2004, pp. 559-565.
5. Mengistu, T., and Ghaly, W., "Single and Multipoint Shape Optimization of Gas Turbine Blade Cascades," AIAA Paper 2004-4446, Aug. 2004.
6. Strazisar, A. J., Wood, J. R., Hathaway, M. D., and Suder, K. L., "Laser Anemometer Measurements in a Transonic Axial-Flow Fan Rotor," NASA TP 2879, 1989.
7. Arnone, A., Liou, M. S., and Povinelli, L. A., "Multigrid Calculation of Three-Dimensional Viscous Cascade Flows," NASA TM-105257, 1991.
8. Arnone, A., "Viscous Analysis of Three-Dimensional Rotor Flow Using a Multigrid Method," Journal of Turbomachinery, vol. 116, no. 3, 1994, pp. 435-445.
9. Chima, R. V., "Viscous Three-Dimensional Calculations of Transonic Fan Performance," CP-510, AGARD, Feb. 1992, pp. 21-1-21-19.
10. Beachkofski, B., and Grandhi, R., "Improved Distributed Hypercube Sampling," AIAA Paper 2002-1274, April 2002.
11. Deb, K., Multi-Objective Optimization Using Evolutionary Algorithms, Wiley, New York, 2001.
12. Muyl, F., Dumas, L., and Herbert, V., "Hybrid Method for Aerodynamic Shape Optimization in Automotive Industry," Computers and Fluids, vol. 33, no. 5-6, 2004, pp. 849-858.
13. Ong, Y. S., Nair, P. B., and Keane, A., "Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modeling," AIAA Journal, vol. 41, no. 4, 2003, pp. 687-696.
14. Lian, Y., Liou, M.-S., and Oyama, A., "An Enhanced Evolutionary Algorithm with a Surrogate Model," Proceeding of Genetic and Evolutionary Computation Conference-GECCO 2004 [CD-ROM], edited by Deb et al., Seattle, WA, Springer-Verlag, 2004.
15. Goel, T., Vaidyanathan, R., Haftka, R. T., Queipo, N., Shyy, W., and Tucker, K., "Response Surface Approximation of Pareto Optimal Front in Multi-objective Optimization," AIAA Paper 2004-4501, Aug. 2004.
16. "DOT User's Manual," Ver. 4.20, Vanderplaats Research & Development, Inc., Colorado Springs, CO, 1995.
17. Bishop, C. M., Neural Network for Pattern Recognition, Oxford Univ. Press, 2003, pp. 187-189.