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
Link To Document :
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