• DocumentCode
    3409891
  • Title

    A grey forecasting model for coal production and consumption

  • Author

    Ma, Hong-Wei ; Zhang, Dong-Qing

  • Author_Institution
    Coll. of Eng., Nanjing Agric. Univ., Nanjing, China
  • fYear
    2009
  • fDate
    10-12 Nov. 2009
  • Firstpage
    512
  • Lastpage
    516
  • Abstract
    China has already become world´s largest coal producer and consumer. China´s production in 2006 roughly equaled the combined production of the next four top producers (the United States, India, Australia and Russia). The dynamic GM(1,1) model of grey theory is used to forecast the coal production and consumption in China. In order to improve the forecast accuracy, the original GM(1, 1) models are improved by using Markov-chain. We analyze the data of the coal production and consumption from 1990 to 2007 in China, and forecast China´s coal production and consumption by this Grey-Markov forecasting model, which shows that the improved grey forecasting model is of more reliability and higher forecast accuracy than GM (1, 1). And the forecast results indicate that China´s coal production and consumption will continue to increase rapidly in the period of 2008 to 2015.
  • Keywords
    Markov processes; coal; forecasting theory; grey systems; mining industry; Grey-Markov forecasting model; Markov chain; coal consumption; coal production; dynamic GM(1,1) model; forecast accuracy; grey forecasting model; grey theory; Australia; Data analysis; Differential equations; Economic forecasting; Intelligent systems; Load forecasting; Mathematical model; Power generation economics; Predictive models; Production systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4914-9
  • Electronic_ISBN
    978-1-4244-4916-3
  • Type

    conf

  • DOI
    10.1109/GSIS.2009.5408261
  • Filename
    5408261