• DocumentCode
    1711707
  • Title

    VSI optimal controller tuning with LQR-based gain space determination and PSO finalization in LEV drive

  • Author

    Hasanzadeh, A. ; Edrington, C.S. ; Leonard, J. ; Liu, Y.

  • Author_Institution
    Center of Adv. Power Syst. (CAPS), Florida State Univ. (FSU), FL, USA
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, Voltage Source Inverters (VSI) are considered to drive a single-phase electric machine as a motor for propulsion of Light Electric Vehicles (LEV). The proposed gain space tuning method in this study uses the Linear Quadratic Regulator (LQR) concept in which the desired sets of the Q matrix of the LQR are obtained based on the dominant closed-loop poles concept and in a reverse mathematical procedure for the LQR concept as well as mathematical relationships for both types of Proportional-Resonant (PR) and Proportional-Integral-Derivative (PID) controllers. Finally, according to a desired fitness function, an optimum set of the Q matrix elements is obtained via a Particle Swarm Optimization (PSO) search algorithm in order to assure excellent tuning of both controllers coefficients in order to obtain desired performance objectives for appropriate operation of the overall drive system. The proposed idea is supported by simulation and CHIL (controller hardware in the loop) results for an LEV drive system.
  • Keywords
    closed loop systems; electric vehicles; invertors; linear quadratic control; particle swarm optimisation; three-term control; voltage control; LEV drive; VSI optimal controller; controller hardware in the loop; dominant closed-loop poles concept; fitness function; gain space tuning method; light electric vehicles; linear quadratic regulator; particle swarm optimization; proportional-integral-derivative controller; proportional-resonant controller; search algorithm; voltage source inverters; Aerospace electronics; Equations; Induction motors; Mathematical model; Resonant frequency; Torque; Voltage control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicle Power and Propulsion Conference (VPPC), 2011 IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    Pending
  • Print_ISBN
    978-1-61284-248-6
  • Electronic_ISBN
    Pending
  • Type

    conf

  • DOI
    10.1109/VPPC.2011.6043241
  • Filename
    6043241