• DocumentCode
    2841635
  • Title

    Artificial controlled neural network emulator for quasi resonant converter

  • Author

    Banu, U. Sabura ; Uma, G. ; Panneerselvam, M.A.

  • Author_Institution
    Crescent Eng. Coll., Chennai, India
  • fYear
    2004
  • fDate
    28-30 Jan. 2004
  • Firstpage
    301
  • Lastpage
    305
  • Abstract
    Conventional controller used for the converter needs piecewise linearization. Classical control methods employed to design the control circuits for Quasi Resonant Converters are very sensitive to parameter variation. In this paper a Fuzzy and Neural controlled approach is presented with a Neural Network Emulator for identification. The Neural Network Emulator reproduces the converter behavior accurately. The Artificial controller regulates the output voltage by changing the switching frequency. The Artificial controlled Emulator is simulated and the output voltage regulation for load variations and supply changes for the QRC is plotted. . The model obtained is readily absorbed by MATLAB for analysis and design of both the open-and closed-loop configurations in fast speed. The simulation results proved the feasibility of using artificial control in controlling switched mode power supplies.
  • Keywords
    artificial intelligence; circuit simulation; fuzzy control; neurocontrollers; parameter estimation; power engineering computing; resonant power convertors; switched mode power supplies; voltage control; MATLAB; artificial controlled neural network emulator; circuit simulation; closed loop configurations; control circuits design; frequency switching; fuzzy logic controller; identification; load variations; open loop configurations; parameter variation; piecewise linearization; quasi resonant converter; switched mode power supplies; voltage regulation; Artificial neural networks; Design methodology; Fuzzy control; Fuzzy neural networks; Load management; RLC circuits; Resonance; Switched-mode power supply; Switching frequency; Voltage control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Design, Test and Applications, Proceedings. DELTA 2004. Second IEEE International Workshop on
  • Conference_Location
    Perth, WA, Australia
  • Print_ISBN
    0-7695-2081-2
  • Type

    conf

  • DOI
    10.1109/DELTA.2004.10012
  • Filename
    1409856