• DocumentCode
    1511468
  • Title

    Virtual Multifunction Power Quality Analyzer Based on Adaptive Linear Neural Network

  • Author

    Chen, Cheng-I

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Asia Univ., Taichung, Taiwan
  • Volume
    59
  • Issue
    8
  • fYear
    2012
  • Firstpage
    3321
  • Lastpage
    3329
  • Abstract
    Monitoring of electrical quantities is an important task for the evaluation of power quality (PQ). However, analysis methods for PQ disturbances are quite different. This circumstance would make the design of a multifunction PQ-measuring instrument difficult. In this paper, the design and implementation of a virtual multifunction PQ analyzer based on the adaptive linear neural network are discussed. The main advantages of the realized analyzer are the simplification and integration for the harmonic/interharmonic analyzer, flickermeter, and voltage event identifier by adopting the same computational mechanism. Finally, some tests are made to verify the performance of the proposed virtual multifunction analyzer.
  • Keywords
    neural nets; power engineering computing; power supply quality; adaptive linear neural network; computational mechanism; electrical quantities monitoring; flickermeter; harmonic-interharmonic analyzer; multifunction PQ-measuring instrument; power quality disturbances; virtual multifunction power quality analyzer; voltage event identifier; Frequency estimation; Harmonic analysis; Instruments; Power system harmonics; Voltage fluctuations; Voltage measurement; Adaptive linear neural network (ADALINE); flickermeter; harmonic/interharmonic analyzer; power quality (PQ); voltage event identifier;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2011.2151811
  • Filename
    5764522