A new approach for classification and characterization of voltage dips and swells using 3-D polarization ellipse parameters

M. R. Alam, K. M. Muttaqi, A. Bouzerdoum

Research output: Contribution to journalArticlepeer-review

36 Citations (Scopus)

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.

Original languageEnglish
Article number6926818
Pages (from-to)1344-1353
Number of pages10
JournalIEEE Transactions on Power Delivery
Volume30
Issue number3
DOIs
Publication statusPublished - 1 Jun 2015
Externally publishedYes

Keywords

  • Characterization
  • classification
  • decision boundary
  • polarization ellipse
  • voltage dips
  • voltage quality

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