• 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