• DocumentCode
    3389586
  • Title

    Virtual instrument design based on Gray theory long-term load forecasting

  • Author

    Yang Huping ; Bi Zhipeng ; Yanying, Tang ; Yin, Gu

  • Author_Institution
    Inf. Eng. Sch., Nanchang Univ., Nanchang, China
  • Volume
    3
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    13
  • Lastpage
    16
  • Abstract
    Gray theory is one of method be used in longterm load forecasting, LabView is a graphical programming language, which provide a convenient and easy design environment, so it´s normally accepted by industrial sector and research laboratory. In this paper, the improved Gray prediction model is introduced based on traditional Gray prediction model, the improved Gray through to adding parameters ß to amend k, and through the gradient method to solve the best values of k, the revised prediction accuracy has been greatly improved. To enable the proposed algorithm for practical use, this article use LabView to achieve the algorithm, and describes a load forecasting design process of virtual instrument.
  • Keywords
    forecasting theory; load forecasting; power engineering computing; power system measurement; virtual instrumentation; Gray prediction model; Gray theory; LabView; graphical programming language; long term load forecasting; virtual instrument design; Economic forecasting; Hardware; Instruments; Load forecasting; Power system modeling; Power system planning; Power system reliability; Power system security; Predictive models; Software maintenance; Gray Model; Improved Gray Model; LabVIEW; Load forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-4544-8
  • Type

    conf

  • DOI
    10.1109/PEITS.2009.5406812
  • Filename
    5406812