• DocumentCode
    1700263
  • Title

    Application of ANN Technique for DC-Motor Control by Using FEL Approaches

  • Author

    Sabahi, Kamel

  • Author_Institution
    Islamic Azad Univ., Mamaghan, Iran
  • fYear
    2011
  • Firstpage
    131
  • Lastpage
    134
  • Abstract
    In this paper a new adaptive method is designed for controlling of DC motor. In this method, neural network and PID controllers simultaneously are used for controlling of plant. The PID controller is used for training of the neural network feed forward controller and finally, it controls the DC motor. This approach is called feedback error learning (FEL) method. Some simulation results are done for indicating the priority of proposed method.
  • Keywords
    DC motors; adaptive control; feedforward neural nets; machine control; neurocontrollers; three-term control; ANN technique; DC motor control; FEL approach; PID controller; feedback error learning method; neural network feedforward controller; Adaptation models; Adaptive control; Biological neural networks; DC motors; Feedforward neural networks; Stability analysis; FEL; adaptive control; dc motor; neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Genetic and Evolutionary Computing (ICGEC), 2011 Fifth International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4577-0817-6
  • Electronic_ISBN
    978-0-7695-4449-6
  • Type

    conf

  • DOI
    10.1109/ICGEC.2011.39
  • Filename
    6042734