• DocumentCode
    648261
  • Title

    Modeling of electricity load for forward contract pricing

  • Author

    Sotiropoulos, Ektor ; Hildmann, Marcus ; Yang He ; Andersson, Goran

  • Author_Institution
    Power Syst. Lab., ETH Zurich, Zurich, Switzerland
  • fYear
    2013
  • fDate
    21-25 July 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The majority of the consumed electricity in Europe is currently traded as forward contracts and therefore reliable price forecasting is crucial for market players. Several pricing methods based on fundamental models are available. They require a load model, which captures the characteristics of the electricity consumption. We propose an hourly load model for fundamental modeling of forward contract pricing and the formulation of the Hourly Price Forward Curve. This model captures deterministic patterns such as yearly and weekly seasonality, intra-day patterns including holidays, temperature effects and economic trends. These pattern and trends can be estimated with computational efficiency via Maximum Likelihood Estimator.
  • Keywords
    contracts; load forecasting; maximum likelihood estimation; power consumption; power markets; power system reliability; Europe; deterministic pattern; electricity consumption; forward contract pricing method; hourly electricity load modeling; hourly price forward curve; intraday pattern; market player; maximum likelihood estimator; price forecasting reliability; Biological system modeling; Economics; Electricity; Load modeling; Predictive models; Production; Temperature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting (PES), 2013 IEEE
  • Conference_Location
    Vancouver, BC
  • ISSN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PESMG.2013.6672834
  • Filename
    6672834