Practical Results of Forecasting for the Natural Gas Market

Part of book or chapter of book English OPEN
Potocnik, Primoz; Govekar, Edvard;
(2010)
  • Publisher: InTech

Natural gas consumption forecasting is required to balance the supply and consumption of natural gas. Companies and natural gas distributors are motivated to forecast their consumption by the economic incentive model that dictates the cash flow rules corresponding to th... View more
  • References (24)
    24 references, page 1 of 3

    15/01/2006 Time [Week] Beccali, M.; Cellura, M.; Lo Brano, V. & Marvuglia, A. (2004). Forecasting daily urban electric load profiles using artificial neural networks. Energy Conversion and Management, 45, 2004, 2879-2900.

    Benaouda, D.; Murtagh, F.; Starck J.-L. & Renaud, O. (2006). Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting, Neurocomputing, 70, 1-3, 2006, 139-154.

    Chandrashekara, A.S.; Ananthapadmanabha, T. & Kulkarni, A.D. (1999). A neuro-expert system for planning and load forecasting of distribution systems. Electrical Power and Energy Systems, 21, 1999, 309-314.

    Ediger, V.Ş.; Akar, S. & Uğurlu, B. (2006). Forecasting production of fossil fuel sources in Turkey using a comparative regression and ARIMA model, Energy Policy, 34, 18, 2006, 3836-3846.

    Ediger, V.Ş. & Akar, S. (2007). ARIMA forecasting of primary energy demand by fuel in Turkey, Energy Policy, 35, 3, 2007, 1701-1708.

    Gonzalez, P.A. & Zamarreno, J.M. (2005). Prediction of hourly energy consumption in buildings based on a feedback artificial neural network. Energy and Buildings, 37, 2005, 595-601.

    Hamzaçebi, C. (2007). Forecasting of Turkey's net electricity energy consumption on sectoral bases, Energy Policy, 35, 3, 2007, 2009-2016.

    Hubele, N.F. & Cheng, C.S. (1990). Identification of seasonal short-term forecasting models using statistical decision functions. IEEE Transactions on Power Systems, 5, 1990, 40- 45.

    Mihalakakou, G.; Santamouris, M. & Tsangrassoulis, A. (2002). On the energy consumption in residential buildings, Energy and Buildings, 34, 7, 2002, 727-736.

    Karatasou, S.; Santamouris, M. & Geros, V. (2006). Modeling and predicting building's energy use with artificial neural networks: Methods and results. Energy and Buildings, 38, 8, 2006, 949-958.

  • Metrics
Share - Bookmark

  • Download from
    InTech via InTech (Part of book or chapter of book, 2010)
  • Cite this publication