• DocumentCode
    2805696
  • Title

    Analysis of electricity markets using multidimensional scaling

  • Author

    Azevedo, Filipe ; Machado, J. Tenreiro

  • Author_Institution
    Inst. of Eng., Polytech. of Porto, Porto, Portugal
  • fYear
    2012
  • fDate
    10-12 May 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper studies the impact of the energy upon electricity markets using Multidimensional Scaling (MDS). MDS is a computational and statistical technique that produces a spatial representation of similarity between objects through factors of relatedness. MDS represents in a low dimensional map data points whose similarities are defined in a higher dimensional space. Data from major energy and electricity markets is considered. Several maps produced by MDS are presented and discussed revealing that this method is useful for understanding the correlation between them. Furthermore, the results help electricity markets agents hedging against Market Clearing Price (MCP) volatility.
  • Keywords
    power markets; pricing; MCP; MDS; computational technique; dimensional map data point; electricity market analysis; energy impact; higher dimensional space; market clearing price; multidimensional scaling; spatial representation; statistical technique; Approximation methods; Coal; Correlation; Electricity; Electricity supply industry; Measurement; Natural gas; Econometric Models; Electricity Markets; Electricity Price Volatility; Energy Markets; Hedging; Multidimensional Scaling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Energy Market (EEM), 2012 9th International Conference on the
  • Conference_Location
    Florence
  • Print_ISBN
    978-1-4673-0834-2
  • Electronic_ISBN
    978-1-4673-0832-8
  • Type

    conf

  • DOI
    10.1109/EEM.2012.6254792
  • Filename
    6254792