• DocumentCode
    3467989
  • Title

    New Approach of Building GM(1,1) Background Value and Its Application

  • Author

    Junfeng Li ; Yang, Aiping ; Dai, Wenzhan ; Junfeng Li

  • Author_Institution
    Zhejiang Sci-Tech Univ., Hangzhou
  • fYear
    2007
  • fDate
    18-21 Aug. 2007
  • Firstpage
    16
  • Lastpage
    19
  • Abstract
    In this paper, a new method of constructing GM(1,1)´s background value is put forward based on exponential function. Moreover, the difference between ameliorating GM(1,1) model and traditional GM(1,1) model is discussed in the prediction precision and the applicable range. Analysis shows that the prediction precision and the applicable range of the ameliorating GM(1,1) model has by far better than the traditional GM(1,1). The grey model against Shanghai city industry power consumption is set up by using the methods proposed in this paper. The modeling results show the effectiveness of the proposed approach.
  • Keywords
    grey systems; power consumption; prediction theory; GM(1,1) background value; Shanghai city industry power consumption; ameliorating GM(1,1) model; exponential function; grey system theory; prediction precision; Automation; Buildings; Cities and towns; Differential equations; Energy consumption; Finance; Forward contracts; Logistics; Power system modeling; Predictive models; Background Value; Grey Model; Grey System Theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2007 IEEE International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-1531-1
  • Type

    conf

  • DOI
    10.1109/ICAL.2007.4338522
  • Filename
    4338522