Volume 22 Issue 11
Nov.  2007
Turn off MathJax
Article Contents
LI Hua-cong, RONG Li-ye, ZHU Yu-bin. Multivariable decoupling control of aeroengine based on QDRNN[J]. Journal of Aerospace Power, 2007, 22(11): 1921-1924.
Citation: LI Hua-cong, RONG Li-ye, ZHU Yu-bin. Multivariable decoupling control of aeroengine based on QDRNN[J]. Journal of Aerospace Power, 2007, 22(11): 1921-1924.

Multivariable decoupling control of aeroengine based on QDRNN

  • Received Date: 2006-10-16
  • Rev Recd Date: 2007-02-08
  • Publish Date: 2007-11-28
  • Through analysis of QDRNN(quasi-diagonal recurrent neural network) and GMD(gradient decent method),a multivariable decoupling PID(proportional integral,differential) control system based on QDRNN was presented to resolve the complex nonlinear model of aeroengine.The structure and principle of the algorithm were also illustrated through simulation of design points and non-design points.The research results show that,a multivariable decoupling PIDcontrol system based on QDRNN is well-suited for decoupling of variables in dual-variable control system.

     

  • loading
  • [1]
    Kumpati S N,Ukhopadhyay S M.Intelligent control using neural networks[J].IEEE Control,April,1992:11-18.
    [2]
    Narendra K S,Parthasarathy K.Identification and control for dynamic systems using neural networks[J].IEEE Trans.On Neural Networks,1990,1 (1):4-27.
    [3]
    Chen T C,Sheu T T.Model reference neural network controller for induction motor speed control[J].IEEE Transctionson Energy Conversion,2002,17 (2):157-163.
    [4]
    Chow W S,Fang Y.A recurrent neural-network-based real-time learning control strategy applying to nonlinear systems with unknown dynamics[J].IEEE Trans on Neural Network,1998,45(1):151-161.
    [5]
    Dray J S.Dynamic recurrent neural networks; A dynamical analysis[J].IEEE Transaction on Systems,Man,and Cybernetics,Part B:Cybernetics,1996,26(5):692-706.
    [6]
    李鸿儒,王建辉,顾树生.准对角递归神经网络及其算法的研究[J].系统仿真学报,2004,07:1542-1544.LI Hongru,WANG Jianhui,GU Shusheng.Study on a quasi-diagonal recurrent neural network and Its algorithm[J].Acta Simulata Systematica Sinica,2004,07:1542-1544.
    [7]
    刘金琨.先进PID控制及其MATLAB仿真[M].北京:电子工业出版社,2003.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1562) PDF downloads(391) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return