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Journal of Projectiles, Rockets, Missiles and Guidance >

2010 , Vol. 30 >Issue 2: 167 - 170

DOI: https://doi.org/10.15892/j.cnki.djzdxb.2010.02.074

ROCKETS TECHNOLOGY

Optimization of Aeroengine Fuzzy Control Based on Genetic Algorithm

  • ZHANG Shiying ,
  • HU Yu ,
  • ZHU Jietang
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  • The Second Artillery Engineering College, Xi'an 710025, China

Received date: 2009-06-06

  Online published: 2025-05-28

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Abstract

A fuzzy control method based on correction factors was applied to the design of the controller of aeroengine to achieve nonlinear control of aeroengine. Parameter optimization of correction factors was done in fuzzy controller using improved genetic algorithm and simulation on mathematic model of certain functional state of aeroengine was accomplished. The result of simulation indicates that the improved genetic algorithm has a property of strong and quick convergence. The values of correction factors with parameter optimization are in certain spans, and good control performance is obtained in the control system. The controller design method is effective.

Key words： genetic algorithm; fuzzy control; correction factor; aeroengine; parameter optimization; membership function

Cite this article

ZHANG Shiying , HU Yu , ZHU Jietang . Optimization of Aeroengine Fuzzy Control Based on Genetic Algorithm[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2010 , 30(2) : 167 -170 . DOI: 10.15892/j.cnki.djzdxb.2010.02.074

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References

[1]
王日宏. 用 GA 寻优线性系统模糊控制器规则[J]. 计算机仿真, 2004, 21 (6): 113- 114.
[2]
李玥, 孙健国. 基于遗传算法的航空发动机多目标优化 PID 控制[J]. 航空动力学报, 2008, 23 (1): 174- 178.
[3]
Fonseca C M, Fleming P J. Multiobjective genetic algorithms made easy: Selection, sharing and mating restoration[R]. Genetic Algorithms in Engineering Systems: Innovations and Applications, IEE, 1995.
[4]
C M Fonseca, P J Fleming. An overview of evolutionary algorithms in multiobjective optimization[J]. Evol. Comput, 1995, 3 (1): 1- 16.
[5]
C M Fonseca, P J Fleming. Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization[C]// Algorithms: Proceedings of the 5th International Conference, Morgan Kaufmann, San Mateo, CA, 1993: 416- 423.
[6]
雷英杰, 张善文, 李续武,等. MATLAB 遗传算法工具箱及应用[M]. 西安: 西安电子科技大学出版社, 2005.
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