DocumentCode :
111903
Title :
A New Approach for Classification and Characterization of Voltage Dips and Swells Using 3-D Polarization Ellipse Parameters
Author :
Alam, M.R. ; Muttaqi, K.M. ; Bouzerdoum, A.
Author_Institution :
Sch. of Electr., Comput. & Telecommun. Eng., Univ. of Wollongong, Wollongong, NSW, Australia
Volume :
30
Issue :
3
fYear :
2015
fDate :
Jun-15
Firstpage :
1344
Lastpage :
1353
Abstract :
This paper presents a new method for the classification and characterization of voltage dips and swells in electricity networks. The proposed method exploits unique signatures and parameters of three-phase voltage signals extracted from the polarization ellipse in 3-D coordinates. Five ellipse parameters, which include azimuthal angle, elevation, tilt, semi-minor axis, and semi-major axis, are used to classify and characterize voltage dips and swells. Seven types of voltage dips, which include a total of 19 groups of dips incorporating different kinds of balanced (three-phase dips) and unbalanced (single-phase or double-phase) dips, are identified and successfully classified using the 3-D polarization ellipse parameters. Two types of voltage swells, which include a total of 6 groups, are also classified using the proposed method. The proposed method is validated using real measurement data, recorded waveforms provided by the IEEE 1159.2 working group, and the data of unbalanced dips associated with phase-angle jumps, voltage drops, and rotations due to loading effects.
Keywords :
distribution networks; power supply quality; power transmission; 3D coordinates; 3D polarization ellipse parameters; IEEE 1159.2 working group; electricity networks; measurement data; phase-angle jumps; three-phase voltage signals; voltage dips; voltage drops; voltage swells; Azimuthal angle; Classification algorithms; Polarization; Power quality; Three-dimensional displays; Vectors; Voltage fluctuations; Characterization; classification; decision boundary; polarization ellipse; voltage dips; voltage quality;
fLanguage :
English
Journal_Title :
Power Delivery, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8977
Type :
jour
DOI :
10.1109/TPWRD.2014.2361624
Filename :
6926818
Link To Document :
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