• DocumentCode
    525401
  • Title

    The application of neural network α-th order inverse control method in boiler-turbine coordinated control system

  • Author

    Sun, Lingfang ; Zhang, Yuheng ; Wang, Li

  • Author_Institution
    Sch. of Autom. Eng., Northeast Dianli Univ., Jilin, China
  • Volume
    2
  • fYear
    2010
  • fDate
    25-27 June 2010
  • Abstract
    According to boiler-turbine unit, a complex non-linear MIMO system, this paper uses neural network inverse control method, which has already been successfully used in robot arm control and multi-motor control, to realize the decoupling control of this system. Then a compound single neuron PID controller is designed for this decoupled system. Simulation testing shows that this method can effectively instead of the calculate process of inverse system analytic expression of traditional feedback-linearization theory. The problem of coupling and non-linearity has been solved successfully, and the new controller has a good tracing capability.
  • Keywords
    MIMO systems; boilers; inverse problems; large-scale systems; neural nets; nonlinear control systems; three-term control; turbines; boiler-turbine coordinated control system; complex nonlinear MIMO system; decoupling control; neural network α-th order inverse control method; neuron PID controller; simulation testing; Analytical models; Control systems; MIMO; Neural networks; Neurons; Nonlinear control systems; Robot control; Robot kinematics; System testing; Three-term control; boiler-turbine unit; coordinated control; decoupling; inverse; neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Design and Applications (ICCDA), 2010 International Conference on
  • Conference_Location
    Qinhuangdao
  • Print_ISBN
    978-1-4244-7164-5
  • Electronic_ISBN
    978-1-4244-7164-5
  • Type

    conf

  • DOI
    10.1109/ICCDA.2010.5541349
  • Filename
    5541349