Title :
Determination of power quality disturbances in power systems using skewness and kurtosis coefficients
Author :
Cagri Kocaman;Muammer Ozdemir
Author_Institution :
Elektrik ve Elektronik M?hendisli?i B?l?m?, Ondokuz May?s ?niversitesi, Turkey
fDate :
4/1/2009 12:00:00 AM
Abstract :
In this paper; the signals consisting of power quality disturbances is determined by using statistical methods. Five kind of power quality disturbances such as voltage swells, voltage sags, voltage with harmonics, transients and flicker which last duration of 18 periods are constituted by using MATLAB. Sampling frequency is 12.8 kHz. Skewness and kurtosis coefficients of constituted signals are calculated in local frames. Changes of skewness and kurtosis coefficients´ amplitudes determine the moment of occurrences of constituted disturbances. It is observed that only skewness or only kurtosis coefficients are not adequate for distinguishing voltage swells, voltage sags, voltage with harmonics, transients and flicker. It is concluded that in order to distinguish constituted these disturbances both of these coefficients must be taken into consideration at the same time.
Keywords :
"Power quality","Power systems","Voltage fluctuations","MATLAB","Power system harmonics","Power system transients","Statistical analysis","Sampling methods","Frequency"
Conference_Titel :
Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th
Print_ISBN :
978-1-4244-4435-9
DOI :
10.1109/SIU.2009.5136402