DocumentCode :
1603162
Title :
Simulation of high impedance ground fault In electrical power distribution systems
Author :
Sedighi, A.R. ; Haghifam, M.-R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Yazd Univ., Yazd, Iran
fYear :
2010
Firstpage :
1
Lastpage :
7
Abstract :
A new model of High Impedance Fault (HIF) in electrical power distribution feeders is introduced in this paper. Proposed model is based on Emanuel arc model and contains some features, such as nonlinearity characteristics of HIF and all frequency components up to 12 kHz. Fast Fourier Transform (FFT) and Principal Component Analysis (PCA) are used on real test data to extract and reduce the features. Also Bonferroni confidence interval is applied for comparing simulated models with measured currents. This model contains 6 arc models like Emanuel arc models. Presented model is simulated with ATP/EMTP and probability switch is used for simulating random state of HIF feature. 5 models are developed for several amplitudes of HIF current. All models are accurate for simulation of HIF current.
Keywords :
EMTP; earthing; electric impedance; fast Fourier transforms; feature extraction; power distribution faults; power system simulation; principal component analysis; switches; ATP-EMTP; Bonferroni confidence interval; FFT; HIF current; PCA; electrical power distribution feeder; fast Fourier transform; feature extraction; high impedance ground fault simulation; principal component analysis; probability switch; Conductors; Data models; Feature extraction; Impedance; Principal component analysis; Surface impedance; Switches; Bonferroni method; High impedance fault model; Power distribution System; Principal component analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power System Technology (POWERCON), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-5938-4
Type :
conf
DOI :
10.1109/POWERCON.2010.5666061
Filename :
5666061
Link To Document :
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