• DocumentCode
    3417482
  • Title

    Fractional Order PID Controller Based on Particle Swarm Optimization Implemented with FPGA

  • Author

    Qu, Liguo ; Hu, Haibo ; Huang, Yourui

  • Author_Institution
    Anhui Univ. of Sci. & Technol., Huainan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    23-24 Oct. 2010
  • Firstpage
    165
  • Lastpage
    169
  • Abstract
    According to parameters adjustment problems of fractional order PID controller applied in time-varying, nonlinear, real-time demanding higher systems, an improved particle swarm optimization (PSO) algorithm is adopted to optimize fractional order PID controller parameters. Because of high complexity of PSO and long tuning time, the paper adopts FPGA and combined with external circuit to implement fractional order PID controller. The results show that the improved PSO improves the parameters precision of the fractional order PID controller and adaptive capacity of control systems, and the real-time of systems is well met.
  • Keywords
    field programmable gate arrays; large-scale systems; nonlinear control systems; particle swarm optimisation; three-term control; time-varying systems; FPGA; adaptive capacity; control systems; fractional order PID controller; nonlinear systems; particle swarm optimization; real-time systems; time-varying systems; tuning time; Control systems; Digital signal processing; Field programmable gate arrays; Hardware; Optimization; Particle swarm optimization; Tuning; FPGA; PID; PSO;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-8432-4
  • Type

    conf

  • DOI
    10.1109/AICI.2010.41
  • Filename
    5656642