• DocumentCode
    3004509
  • Title

    Application of DWT and fuzzy logic algorithm for classifying simultaneous fault types

  • Author

    Pothisarn, C. ; Ngaopitakkul, A.

  • Author_Institution
    Fac. of Eng., King Mongkut´´s Inst. of Technol. Ladkrbang, Bangkok, Thailand
  • fYear
    2011
  • fDate
    21-24 Nov. 2011
  • Firstpage
    44
  • Lastpage
    48
  • Abstract
    This paper proposes a technique using discrete wavelet transform (DWT) and fuzzy logic for identifying types of simultaneous fault along the transmission systems. The PSCAD/EMTDC is used to simulate fault signals. The mother wavelet daubechies4 (db4) is employed to decompose high frequency component from these signals. The coefficients detail (phase A, B, C and zero sequence of post-fault current signals) of DWT at the first peak time that positive sequence current can detect fault, is performed as input variables for the proposed algorithm. The result shows that the proposed technique gives satisfactory accuracy, and will be very useful in the development of a power system protection scheme.
  • Keywords
    discrete wavelet transforms; fuzzy logic; power transmission faults; power transmission protection; DWT; PSCAD-EMTDC; discrete wavelet transform; fault signal simulation; fuzzy logic algorithm; mother wavelet daubechies4; power system protection scheme; simultaneous fault type classification; transmission systems; Circuit faults; Classification algorithms; Discrete wavelet transforms; Fuzzy logic; Input variables; Power transmission lines; ATP/EMTP; Fault Types; Simultaneous Fault; discrete wavelet transform; fuzzy logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2011 - 2011 IEEE Region 10 Conference
  • Conference_Location
    Bali
  • ISSN
    2159-3442
  • Print_ISBN
    978-1-4577-0256-3
  • Type

    conf

  • DOI
    10.1109/TENCON.2011.6129060
  • Filename
    6129060