• DocumentCode
    1367841
  • Title

    Fuzzy-Wavelet-Based Electric Power Quality Assessment of Distribution Systems Under Stationary and Nonstationary Disturbances

  • Author

    Morsi, Walid G. ; El-Hawary, M.E.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of New Brunswick, Fredericton, NB, Canada
  • Volume
    24
  • Issue
    4
  • fYear
    2009
  • Firstpage
    2099
  • Lastpage
    2106
  • Abstract
    Evaluating the electric power quality (EPQ) becomes very important task due to the widespread use of nonlinear loads, distributed energy resources (DERs) and the economic impact of poor EPQ. In a deregulated environment, having different power quality indices (PQIs) with different values has no significance unless they are combined into single value that could represent them. In this paper, a new fuzzy-wavelet packet transform based PQI is introduced that amalgamates the recommended PQIs after being redefined in the time-frequency domain using wavelet packet transform for compatibility purposes with nonstationary disturbances. In order to handle the uncertainties associated with the electric power system operations, fuzzy systems are used in this paper. In order to study the effect of wavelet filter length and the choice of the best wavelet basis function, the new fuzzy developed modules along with the reformulated PQIs are used in three case studies considering electric arc furnace load supplied from stationary low distorted voltage, stationary high distorted voltage and nonstationary distorted voltage (voltage dip) in addition to a real case study considering variable speed drive.
  • Keywords
    distributed power generation; fuzzy set theory; power distribution; power supply quality; wavelet transforms; distributed energy resources; distribution systems; electric arc furnace load; electric power quality evaluation; electric power system operation; fuzzy-wavelet packet transform; nonlinear loads; nonstationary distorted voltage; nonstationary disturbances; power quality indices; stationary disturbances; stationary high distorted voltage; stationary low distorted voltage; time-frequency domain; wavelet basis function; wavelet filter length; Energy resources; Environmental economics; Nonlinear distortion; Power generation economics; Power quality; Power system economics; Quality assessment; Time frequency analysis; Voltage fluctuations; Wavelet transforms; Fuzzy logic system; nonstationary; power factor; power quality (PQ); wavelet packet transform (WPT);
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2009.2027514
  • Filename
    5235744