Title :
A discrete wavelet transform and fuzzy logic algorithm for identifying the location of fault in underground distribution system
Author :
Bunjongjit, S. ; Ngaopitakkul, A. ; Pothisarn, C.
Author_Institution :
Fac. of Eng., Rajamangala Univ. of Technol. Rattanakosin, Nakhon Pathom, Thailand
Abstract :
This paper proposes the hybrid decision algorithm of discrete wavelet transform (DWT) and fuzzy logic in order to identify the location of fault in underground distribution cable. The high frequency component obtained from DWT with the mother wavelet daubechies4 (db4) is used as an index for the occurrence of faults. The first peak time of DWT, obtained from positive sequence that can detected the occurrence of faults are considered as an input pattern of decision algorithm. The obtained average accuracy results have shown that the proposed decision algorithm is able to identify the location of fault with satisfactory accuracy.
Keywords :
discrete wavelet transforms; fault location; fuzzy logic; power cables; power engineering computing; underground distribution systems; DWT; decision algorithm; discrete wavelet transform; fault location identification; fault occurrence; fuzzy logic algorithm; high frequency component; mother wavelet daubechies; underground distribution cable; underground distribution system; Discrete wavelet transforms; Educational institutions; Fault location; Fuzzy logic; Power cables; Discrete Wavelet Transform; Fault Location; Fuzzy Logic; Underground Distribution System;
Conference_Titel :
Fuzzy Theory and Its Applications (iFUZZY), 2013 International Conference on
Conference_Location :
Taipei
DOI :
10.1109/iFuzzy.2013.6825475