• DocumentCode
    354222
  • Title

    Vapour temperature predictive control based on neuron prediction model

  • Author

    Dunwei, Gong ; Wei, Sun ; Xuesong, Wang

  • Author_Institution
    Center on Coal Mining CIMS & Robotics Res., China Univ. of Mining & Technol., Xuzhou, China
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1107
  • Abstract
    In accordance with the control characters of vapour temperature adjusting process, such as large time lag, large hysteresis and time varying parameters, etc., a kind of CAMIAX model of the process is suggested and the treatment of undetermined pure time lag is discussed. Based on the neuron learning mechanism, a kind of neuron identification algorithm of model parameters and the prediction model of the process are proposed. The predictive model combined with neuron controller constitutes vapour temperature loop control algorithm. The simulation results show the effectiveness of the approach
  • Keywords
    adaptive control; autoregressive moving average processes; boilers; delays; identification; learning (artificial intelligence); neurocontrollers; predictive control; temperature control; CAMIAX model; adaptive control; boilers; identification; learning mechanism; neural network; prediction model; predictive control; temperature control; time lag; vapour temperature; Computer integrated manufacturing; Emulation; Hysteresis; Learning systems; Neurons; Predictive control; Predictive models; Robots; Sun; Temperature control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
  • Conference_Location
    Hefei
  • Print_ISBN
    0-7803-5995-X
  • Type

    conf

  • DOI
    10.1109/WCICA.2000.863411
  • Filename
    863411