• DocumentCode
    2912466
  • Title

    Neuron model-free control with fuzzy tuning parameters for hydraulic turbine generators

  • Author

    Du, Yaping ; Wang, Ning

  • Author_Institution
    Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
  • fYear
    2005
  • fDate
    6-10 Nov. 2005
  • Abstract
    Under the operating conditions of various guide vane opening, the characteristics of a hydraulic turbine generator unit show much difference in parameters. In order to control hydraulic turbine generators efficiently, the neuron model-free control method with fuzzy tuning parameters is proposed in this paper. In this control system, the neuron is designed to produce the control signal in model-free way, and the neuron controller parameters are tuned by using the fuzzy algorithm. With an example, the experiments are made. The simulation results show that the proposed neuron model-free controller has good performance, fast transient response and strong robustness.
  • Keywords
    blades; fuzzy control; fuzzy neural nets; hydroelectric generators; machine control; neurocontrollers; robust control; transient response; tuning; fuzzy algorithm; fuzzy tuning parameter; guide vane opening; hydraulic turbine generator control; neuron controller; neuron model-free control; robustness; transient response; Algorithm design and analysis; Blades; Character generation; Control system synthesis; Fuzzy control; Fuzzy systems; Hydraulic turbines; Neurons; Signal design; Transient response;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, 2005. IECON 2005. 31st Annual Conference of IEEE
  • Print_ISBN
    0-7803-9252-3
  • Type

    conf

  • DOI
    10.1109/IECON.2005.1568920
  • Filename
    1568920