• DocumentCode
    155852
  • Title

    Dynamic simulation of induction motor drive using artificial intelligent controller

  • Author

    Menghal, P.M. ; Laxmi, A. Jaya ; Mukhesh, N.

  • Author_Institution
    EEE Dept., JNTU, Anantapur, India
  • fYear
    2014
  • fDate
    Jan. 31 2014-Feb. 2 2014
  • Firstpage
    301
  • Lastpage
    305
  • Abstract
    In industries, more than 85 % of the motors are Induction Motors, because of the low maintenance and robustness. Maximum torque and efficiency is obtained by the speed control of induction motor. Using Artificial Intelligence (AI) techniques, particularly the neural networks, performance & operation of induction motor drives is improved. This paper presents dynamic simulation of induction motor drive using neuro controller. The integrated environment allows users to compare simulation results between conventional, Fuzzy and Neural network controller (NNW). The performance of fuzzy logic and artificial neural network based controller´s are compared with that of the conventional proportional integral controller. The dynamic Modelling and Simulation of Induction motor is done using MATLAB/SIMULINK and the dynamic performance of induction motor drive has been analyzed for artificial intelligent controller.
  • Keywords
    drives; fuzzy control; fuzzy logic; induction motors; machine control; neurocontrollers; AI techniques; MATLAB/SIMULINK; artificial intelligence; artificial intelligent controller; artificial neural network based controller; dynamic modelling; dynamic performance; dynamic simulation; fuzzy logic; induction motor drives; induction motor simulation; integrated environment; neuro controller; speed control; Artificial neural networks; Equations; Induction motor drives; Mathematical model; Stators; Torque; Fuzzy Logic Controller(FLC); Neuro Network(NNW); PI Controller; Sugeno Fuzzy Controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
  • Conference_Location
    Calcutta
  • Type

    conf

  • DOI
    10.1109/CIEC.2014.6959098
  • Filename
    6959098