• DocumentCode
    3083459
  • Title

    Non-intrusive method for on-line power load decomposition

  • Author

    Yu Yi-xin ; Li Peng ; Zhao Chun-liu

  • Author_Institution
    Key Lab. of Power Syst. Simulation & Control of Minist. of Educ., Tianjin Univ., Tianjin, China
  • fYear
    2008
  • fDate
    10-13 Dec. 2008
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    A novel non-intrusive method for on-line power load decomposition is introduced. This method is based on the following fact, that in normal operation states of electrical appliances, steady-state currents (including fundamental current and harmonic currents) of electrical appliances have normally certain statistical regularity. In such cases, a power load current can be approximately estimated by the linear superposition of the currents components of n main types of electrical appliances, when the power load consists of n main types of electrical appliances. The subject of the power load decomposition is to calculate a group of reasonable weight coefficients by an optimization method, so that the estimation current has the maximum similarity with the real current. The experimental results indicate that this method of load decomposition not only has higher precision and better stability but also is easy to be realized on-line.
  • Keywords
    approximation theory; domestic appliances; optimisation; statistical analysis; approximate estimation; current estimation; electrical appliances; linear superposition; nonintrusive method; on-line power load decomposition; optimization method; power load current; residential energy monitoring; statistical regularity; steady-state currents; Electrical products; Hardware; Monitoring; Power measurement; Power system harmonics; Power system planning; Power system simulation; Power system transients; Steady-state; Voltage; Load decomposition; differential evolution; harmonic analysis; load monitoring; non-intrusive; unit current;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electricity Distribution, 2008. CICED 2008. China International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-4244-3373-5
  • Electronic_ISBN
    978-1-4244-3372-8
  • Type

    conf

  • DOI
    10.1109/CICED.2008.5211781
  • Filename
    5211781