• DocumentCode
    2926832
  • Title

    A prediction of oil demand in Malaysia using time series modeling approach

  • Author

    Awaludin, Iwan ; Saad, Nordin ; Agustiawan, Herman

  • Author_Institution
    Electr. & Electron. Eng. Dept., Univ. Teknol. Petronas, Tronoh
  • Volume
    3
  • fYear
    2008
  • fDate
    26-28 Aug. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Energy planning and preparation is important to ensure stability in economy and security of a nation. It depends on the accurate prediction of future demand of energy. This paper presents prediction of oil demand as one of the energy sources used in Malaysia. Mathematical model is developed from historical data to approximate the function of oil consumption. The model is approximated through nonlinear time series modeling approach. Several models of oil demand in time series polynomial equations with different order are presented and compared. These models are then be used to predict future oil demand in Malaysia until year 2020.
  • Keywords
    load forecasting; polynomials; power system planning; time series; energy planning; oil demand prediction; time series modeling; time series polynomial equations; Demand forecasting; Least squares approximation; Linear regression; Nonlinear equations; Petroleum; Power engineering and energy; Predictive models; Stability; Time series analysis; Transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, 2008. ITSim 2008. International Symposium on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-2327-9
  • Electronic_ISBN
    978-1-4244-2328-6
  • Type

    conf

  • DOI
    10.1109/ITSIM.2008.4632013
  • Filename
    4632013