• DocumentCode
    1737440
  • Title

    A simple fuzzy adaptive speed controller

  • Author

    Romeral, L. ; Llaquet, J. ; Aldabas, E. ; Arias, A.

  • Author_Institution
    Dept. of Electron. Eng., Tech. Univ. of Catalonia, Terrassa, Spain
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1249
  • Abstract
    The authors present an adaptive fuzzy controller for AC motor speed regulation with a very low computational algorithm. The control continuously measures the dynamic characteristics of the system, given by total accumulated error between set value and real speed, and uses it to vary fuzzy system parameters, in this case physical shape of the membership fuzzy functions. The developed controller has been compared with other classical controls, and it has shown very fast learning features and very good tracking characteristics even under severe variations of the systems parameters. The fuzzy logic adaptive strategy can be readily implemented. The experimental results obtained over a real system built up using a PC-DSP as CPU, 1.35 hp induction motor and PWM power inverter demonstrate the robustness of the suggested algorithm in contending with varying load and torque disturbance
  • Keywords
    PWM invertors; adaptive control; angular velocity control; digital signal processing chips; fuzzy control; fuzzy set theory; induction motors; machine control; 1.35 hp; AC motor speed regulation; PC-DSP; PWM power inverter; dynamic characteristics measurement; fuzzy adaptive speed controller; fuzzy logic adaptive strategy; learning features; load disturbance; low computational algorithm; membership fuzzy functions; torque disturbance; total accumulated error; tracking characteristics; AC motors; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Programmable control; Pulse width modulation inverters; Shape control; Shape measurement; Velocity measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industry Applications Conference, 2000. Conference Record of the 2000 IEEE
  • Conference_Location
    Rome
  • ISSN
    0197-2618
  • Print_ISBN
    0-7803-6401-5
  • Type

    conf

  • DOI
    10.1109/IAS.2000.881992
  • Filename
    881992