• DocumentCode
    3172684
  • Title

    To design optimized fuzzy and digital PID controllers for a single phase power factor preregulator-genetic algorithm approach

  • Author

    Qin, Yu ; Du, Shanshan

  • Author_Institution
    Controlled Power Co., Troy, MI, USA
  • Volume
    2
  • fYear
    1997
  • fDate
    5-9 Oct 1997
  • Firstpage
    791
  • Abstract
    The optimized fuzzy logic and digital PID controllers for a single-phase power factor correction (PFC) converter used in an online uninterruptible power supply (UPS) are proposed in this paper. Parameters such as input membership functions, output membership functions, inference rules of fuzzy logic controller and proportional gain, integral gain and derivative gain of digital PID controller are selected and optimized by genetic algorithms; hence the tedious and time consuming parameters tuning process normally associated with fuzzy logic and digital PID controllers design is eliminated. The selection and optimization criteria are based on time domain specifications such as response time, percent of overshoot etc. for a step reference. The simulation shows excellent results in terms of response time and output overshoot for a step reference. This design approach provides an attractive alternative method to select and optimize the parameters of fuzzy logic and digital PID controllers when they are used to control a single-phase PFC converter. It can also be easily extended to applications for switching regulator control loop design
  • Keywords
    control system analysis; control system synthesis; fuzzy control; genetic algorithms; optimal control; power convertors; power factor correction; three-term control; uninterruptible power supplies; voltage control; control simulation; derivative gain; digital PID control design; digital PID controller; inference rules; input membership functions; integral gain; optimal fuzzy control design; optimization criteria; output membership functions; power factor correction converter; proportional gain; selection criteria; single-phase power factor preregulator; uninterruptible power supply; Delay; Design optimization; Digital control; Fuzzy control; Fuzzy logic; PD control; Pi control; Proportional control; Three-term control; Uninterruptible power systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industry Applications Conference, 1997. Thirty-Second IAS Annual Meeting, IAS '97., Conference Record of the 1997 IEEE
  • Conference_Location
    New Orleans, LA
  • ISSN
    0197-2618
  • Print_ISBN
    0-7803-4067-1
  • Type

    conf

  • DOI
    10.1109/IAS.1997.628952
  • Filename
    628952