• DocumentCode
    3761982
  • Title

    Implementation of indirect rotor-flux-oriented control in induction machine using fuzzy logic based on TLBO

  • Author

    Emad Roshandel;Sayed Mokhtar Gheasaryan;Sayed Morteza Saghaian-Nejad

  • Author_Institution
    Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran
  • fYear
    2015
  • Firstpage
    526
  • Lastpage
    532
  • Abstract
    In this paper indirect rotor flux oriented control (IRFOC) approach has been implemented to torque control of induction machine (IM). The drive´s control system has two proportional integral (PI) controllers, which have an essential role to control the transient and steady state conditions. So to make a desirable control, teaching learning based optimization (TLBO) method has been used to find the optimum coefficients. In order to enhance operation of the controller and achieve more accurate results the fuzzy logic control method is combined with TLBO. In fact on-line control will be achieved by applying fuzzy system to control system. In other word knowledge of expert human is used to locate fuzzy logic system in optimum location of control system. Also TLBO method by limiting boundaries of membership functions around optimal point lead system toward less complexity and practicability. Simulation results show the effectiveness of the proposed control approach in damping transient oscillations and reduction of steady state error.
  • Keywords
    "Decision support systems","Torque","Induction machines","Optimization","Fuzzy logic","Machine vector control","Electromagnetics"
  • Publisher
    ieee
  • Conference_Titel
    Knowledge-Based Engineering and Innovation (KBEI), 2015 2nd International Conference on
  • Type

    conf

  • DOI
    10.1109/KBEI.2015.7436100
  • Filename
    7436100