• DocumentCode
    2155984
  • Title

    Intelligent Electric Power Monitor and Meter Reading System Based on Power Line Communication and OFDM

  • Author

    Chen, Qi-song ; Chen, Xiao-wei

  • Volume
    4
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    59
  • Lastpage
    63
  • Abstract
    With the development of high rate data transmission technology via distribution line communication, the electric power, data, voice and video can be transferred in the same electric power distribution network, and the technology will be put in operation widely in the future. However the traditional technology of power line communication is not adaptable to the complex and harsh environment of distribution line channel. To achieve the task, this paper analyzes the nature of low voltage power line channel, explains the principle of Orthogonal Frequency Division Multiplexing, and introduces a practical communication system over PLC based on OFDM with hardware and software realization. Meanwhile, to improve the performance of the intelligent monitor system, the prediction system, based on data mining preparation and Least Squares Support Vector Machine, is presented for the short-term electric power consumption monitor system. In practice, the new intelligent system is highly reliable, economical, expendable, and works well.
  • Keywords
    Condition monitoring; Data communication; Hardware; Intelligent systems; Low voltage; Machine intelligence; Meter reading; OFDM; Power line communications; Programmable control; Data mining preparation; Forecasting; LS-SVM; OFDM; Power Line Communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2008. CISP '08. Congress on
  • Conference_Location
    Sanya, China
  • Print_ISBN
    978-0-7695-3119-9
  • Type

    conf

  • DOI
    10.1109/CISP.2008.612
  • Filename
    4566617