Volume 22 Issue 8
Aug.  2007
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ZHANG Dong-fang, LI Ying-hong, WEI Xun-kai. Research on identification model of turbofan windmilling starting characteristics based on parsimonious genetic programming[J]. Journal of Aerospace Power, 2007, 22(8): 1320-1324.
Citation: ZHANG Dong-fang, LI Ying-hong, WEI Xun-kai. Research on identification model of turbofan windmilling starting characteristics based on parsimonious genetic programming[J]. Journal of Aerospace Power, 2007, 22(8): 1320-1324.

Research on identification model of turbofan windmilling starting characteristics based on parsimonious genetic programming

  • Received Date: 2007-02-06
  • Rev Recd Date: 2007-04-20
  • Publish Date: 2007-08-28
  • In order to solve the problem of turbofan starting characteristics estimation under windmilling condition, an approach to automatic selection of model structure via Parsimonious Genetic Programming(PGP) was presented.The engine windmilling starting model based on PGP was also studied.The starting characteristics of a certain turbofan under windmilling condition were modeled and simulated by this method.It is proved to be correct and feasible if the estimation results are compared with the experimental data

     

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  • [1]
    武志文,于达仁,牛军,等.基于ANFIS的涡轮发动机风车工况建模仿真[J].推进技术,2005,26(4):162-166.WU Zhiwen,YU Dayen,NIU Jun,et al.Turbojet modeling and simulation in windmilling based on ANFIS[J].Journal of Propulsion Technology,2005,26(4):162-166.
    [2]
    姜涛,李应红.基于动态RBF网络的发动机起动过程模型辨识[J].航空动力学报,2002,17(3):381-384.JIANG Tao,LI Yinghong.A dynamic identification model of aeroengine starting progress based on the RBF network[J].Journal of Aerospace Power,2002,17(3):381-384.
    [3]
    李应红,刘建勋.基于支持向量机的航空发动机起动性能估算研究[J].航空学报,2005,26(1):32-35.LI Yinghong,LIU Jianxun.Turbofan engine starting characteristics estimation based on support vector machines[J].Acta Aeronautica Et Astronautica Sinica,2005,26 (1):32-35.
    [4]
    尉询楷,李应红,王剑影,等.基于支持向量机的航空发动机辨识模型[J].航空动力学报,2004,19(5):684-688.WEI Xunkai,LI Yinghong,Wang J Y,et al.A novel aeroengine identification model based on Support Vector Machines[J].Journal of Aerospace Power,2004,19 (5):684-688.
    [5]
    Stephan Winkler,Michael Affenzeller,Stefan Wagner.New methods for the identification of nonlinear model structures based upon Genetic Programming techniques[DB/OL].http://citeseer.ist.psu.edu/634350.html,2005.
    [6]
    LI Yinghong,WEI Xunkai.Linear-in-parameter models based on parsimonious genetic programming algorithm and its application to aero-engine start modeling[J].Chinese Jounral of Aeronautics,2006,19 (4):295-303.
    [7]
    韩同来.涡扇发动机起动性能模拟[D].西安:西北工业大学,2005.
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