• DocumentCode
    2551246
  • Title

    Optimization background value GM(1,1) model for predicting oil-gas production cost

  • Author

    Zhao Yue ; Zhao Songzheng

  • Author_Institution
    Manage. Sch., Northwestern Polytech. Univ., Xian, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    1528
  • Lastpage
    1531
  • Abstract
    Oil-gas production cost, as an important indicator which reflects the economic benefit of oilfield enterprise, plays a significant role to analyze the economic feasibility. Following taking the characteristics of original GM(1,1) model into account, determinants concerning fitting precision and prediction precision that belong to the original GM(1,1) are identified. Optimization background value GM(1,1) model is proposed to predict oil-gas production cost. Through comparing with the original GM(1,1) model in terms of fitting precision and prediction precision, the results exhibit that the optimization background value GM(1,1) model has the automated optimization background value capability and may ensure the excellent adaptability.
  • Keywords
    costing; grey systems; optimisation; petroleum industry; GM(1,1) model; automated optimization background value capability; economic feasibility analysis; fitting precision; grey theory; oil-gas production cost prediction; oilfield enterprise; prediction precision; Adaptation models; Analytical models; Computational modeling; Fitting; Optimization; Predictive models; Production; Background value; GM(1,1) model; Oil-gas production cost; Prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234255
  • Filename
    6234255