• DocumentCode
    1288995
  • Title

    Design of a Self-Tuning PI Controller for a STATCOM Using Particle Swarm Optimization

  • Author

    Liu, Chien-Hung ; Hsu, Yuan-Yih

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    57
  • Issue
    2
  • fYear
    2010
  • Firstpage
    702
  • Lastpage
    715
  • Abstract
    A self-tuning proportional-integral (PI) controller in which the controller gains are adapted using the particle swarm optimization (PSO) technique is proposed for a static synchronous compensator (STATCOM). An efficient formula for the estimation of system load impedance using real-time measurements is derived. Based on the estimated system load, a PSO algorithm, which takes the best particle gains, the best global gains, and previous change of gains into account, is employed to reach the desired controller gains. To demonstrate the effectiveness of the proposed PSO self-tuning PI controller for a STATCOM, experimental results for a system under different loading conditions are presented. Results from the self-tuning PI controller are compared with those from the fixed-gain PI controllers.
  • Keywords
    PI control; particle swarm optimisation; self-adjusting systems; static VAr compensators; PSO algorithm; STATCOM; controller gain; particle swarm optimization; proportional-integral controller; self-tuning PI controller; static synchronous compensator; system load impedance; Particle swarm optimization (PSO); reactive power compensation; self-tuning proportional-integral (PI) controller; static synchronous compensator (STATCOM); voltage regulation;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2009.2028350
  • Filename
    5196769