• DocumentCode
    2397197
  • Title

    Precise position control of a PMSM based on new adaptive PID controllers

  • Author

    García, Raymundo C. ; Suemitsu, Walter I. ; Pinto, J.O.P.

  • Author_Institution
    Lab. of Power Electron., Fed. Univ. of Rio de Janeiro, Rio de Janeiro, Brazil
  • fYear
    2011
  • fDate
    11-15 Sept. 2011
  • Firstpage
    1081
  • Lastpage
    1086
  • Abstract
    This paper presents a new kind of adaptive PID controller applied to the position control of a permanent magnet synchronous machine (PMSM). Instead of updating the proportional, integrative or derivative gains, the output of the nominal controller is multiplied by an adaptive correction factor, which is estimated by an ADALINE neural network. The proposed algorithm reduces the computational cost of the controller, because only one real-time updating is needed. Simulation and experimental results demonstrate that closed-loop position control of the PMSM with PID controllers with adaptive correction factor is simple to implement and has a good performance.
  • Keywords
    adaptive control; closed loop systems; machine control; neural nets; permanent magnet machines; position control; synchronous machines; three-term control; ADALINE neural network; PMSM; adaptive PID controllers; adaptive correction factor; closed-loop position control; nominal controller; precise position control; realtime updating; Adaptive systems; Permanent magnet motors; Position control; Rotors; Stators; Torque; Training; ADALINE; PID controller; adaptive control; permanent magnet synchronous motor; servomechanisms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics Conference (COBEP), 2011 Brazilian
  • Conference_Location
    Praiamar
  • ISSN
    2175-8603
  • Print_ISBN
    978-1-4577-1644-7
  • Electronic_ISBN
    2175-8603
  • Type

    conf

  • DOI
    10.1109/COBEP.2011.6085329
  • Filename
    6085329