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Aerodynamic optimum design of transonic turbine cascades using Genetic Algorithms

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Abstract

This paper presents an aerodynamic optimum design method for transonic turbine cascades based on the Genetic Algorithms coupled to the inviscid flow Euler solver and the boundary-layer calculation. The Genetic Algorithms control the evolution of a population of cascades towards an optimum design. The fitness value of each string is evaluated using the flow solver. The design procedure has been developed and the behavior of the genetic algorithms has been tested. The objective functions of the design examples are the minimum mean-square deviation between the aimed pressure and computed pressure and the minimum amount of user expertise.

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References

  1. G.M. Meauze, Overview on Blading Design Method, AGARD-LS-167, (1992).

  2. M.L. Shelton, B.A. Gregory, Optimization of a Transonic Turbine Airfoil Using Artificial Intelligence, CFD and Cascade Testing, ASME 93-GT-161, (1993).

  3. D.E. Goldberg, Genetic Algorithm in Search, Optimization and Machine Learning, Addison-Wesley Publishing Company Inc., (1985).

  4. S.S. Tong, D. Powell, M. Skolnick, EnGENEous: Domain Independent, Machine Learning for Design Optimization, In: Proceedings of the Third International Conference on Genetic Algorithms, M. Kaufmann Publishers, (1989).

  5. J.D. Denton, An Improved Time Marching Method for Turbomachinery Flow Calculation, ASME 82-GT-239, (1982).

  6. Yao-Ke Zhang, Zeng-Jin Gong and Meng-Yu Shen, On the Solution of Transonic Flow of Plane Cascades by a Time Marching Method, Journal of Engineering Thermophysics (in Chinese), 1, No.4, November, (1980).

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Li, J., Feng, Z., Chang, J. et al. Aerodynamic optimum design of transonic turbine cascades using Genetic Algorithms. J. of Therm. Sci. 6, 111–116 (1997). https://doi.org/10.1007/s11630-997-0024-3

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  • DOI: https://doi.org/10.1007/s11630-997-0024-3

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