TY - EJOUR
PY - 2024
DA - February
TI - Classification of Inrush Current, Load Switching, Capacitor Switching and Short Circuit Faults by Using Wavelet
T2 - Majlesi Journal of Electrical Engineering
VL - 1
L1 - https://oiccpress.com/Majlesi-Journal-of-Electrical-Engineering/article/classification-of-inrush-current-load-switching-capacitor-switching-and-short-circuit-faults-by-using-wavelet/
DO - 10.1234/mjee.v1i2.26
N2 - In this paper trensients data wave obtained by simulation of a real 20kv distribution feeder using EMTP. Wavelet transform is used for the decomposition of signals. Feature extraction and principal analysis (PCA) are applied for feature vector reduction, and Bayes classifier is used for classification of data. Wavelet coefficients are used for the classification of transients. Results show that the proposed method is efficient for detection of transients.
IS - 2
PB - OICC Press
KW - Wavelet Transform, Transients of Distribution Network, Bayes Classifier, PCA. 
EN -