• DocumentCode
    2599853
  • Title

    A new defuzzification method for fuzzy control of power converters

  • Author

    Shi, Yigang ; Sen, P.C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont., Canada
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1202
  • Abstract
    In this paper, a new defuzzification method is proposed which can provide improved performance in fuzzy control for DC-DC converters. A comparative study of different defuzzification methods adopted in fuzzy logic control (FLC), such as center of area (COA), center of sums (COS), height method (HM), middle of maxims (MOM), center of largest area (COLA), and first of maxims (FM), for application to DC-DC buck-converters is presented. The distinction among the characteristics which lead to varying performance is outlined. A new method called height weighted second maxims (HWSM) is proposed and its performance is assessed. The paper also presents simulation results of the performance of the closed-loop converters from the standpoint of start-up transient, bad regulation and line regulation. The simulations show that COA, COS, and HM defuzzification methods have better dynamic performance and less steady state error. The new HWSM defuzzification method provides further improvement
  • Keywords
    DC-DC power convertors; fuzzy control; DC-DC buck-converters; DC-DC converters; bad regulation; center of area; center of largest area; center of sums; closed-loop converters; defuzzification method; first of maxims; fuzzy control; height method; height weighted second maxims; line regulation; middle of maxims; power converters; start-up transient; steady state error; DC-DC power converters; Electric variables control; Fuzzy control; Fuzzy logic; Fuzzy systems; Mathematical model; Power electronics; Power system modeling; Programmable control; Sliding mode control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industry Applications Conference, 2000. Conference Record of the 2000 IEEE
  • Conference_Location
    Rome
  • ISSN
    0197-2618
  • Print_ISBN
    0-7803-6401-5
  • Type

    conf

  • DOI
    10.1109/IAS.2000.881986
  • Filename
    881986