Title of article :
A novel software implementation concept for power quality study
Author/Authors :
Kezunovic، نويسنده , , M.، نويسنده , , Liao، نويسنده , , Y.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2002
Abstract :
A novel concept for power quality study is proposed.
The concept integrates the power system modeling, classifying and
characterizing of power quality events, studying equipment sensitivity
to the event disturbance, and locating point of event occurrence
into one unified frame. Both Fourier and wavelet analyzes
are applied for extracting distinct features of various types of
events as well as for characterizing the events. A new fuzzy expert
system for classifying power quality events based on such features
is presented with improved performance over previous neural network
based methods. A novel simulation method is outlined for
evaluating the operating characteristics of the equipment during
specific events. A software prototype implementing the concept has
been developed in MATLAB. The voltage sag event is taken as an
example for illustrating the analysis methods and software implementation
issues. It is concluded that the proposed approach is feasible
and promising for real world applications.
Keywords :
Pattern classification , power quality , Signal processing , wavelet transforms.
Journal title :
IEEE TRANSACTIONS ON POWER DELIVERY
Journal title :
IEEE TRANSACTIONS ON POWER DELIVERY