• DocumentCode
    58061
  • Title

    Discussion of “Prediction Intervals for Short-Term Wind Farm Generation Forecasts” and “Combined Nonparametric Prediction Intervals for Wind Power Generation”

  • Author

    Pinson, Pierre ; Tastu, Julija

  • Author_Institution
    Dept. of Electr. Eng., Tech. Univ. of Denmark, Lyngby, Denmark
  • Volume
    5
  • Issue
    3
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    1019
  • Lastpage
    1020
  • Abstract
    A new score for the evaluation of interval forecasts, the so-called coverage width-based criterion (CWC), was proposed and utilized.. This score has been used for the tuning (in-sample) and genuine evaluation (out-ofsample) of prediction intervals for various applications, e.g., electric load [1], electricity prices [2], general purpose prediction [3], and wind power generation [4], [5]. Indeed, two papers by the same authors appearing in the IEEE Transactions On Sustainable Energy employ that score and use it to conclude on the comparative quality of alternative approaches to interval forecasting of wind power generation.
  • Keywords
    load forecasting; wind power plants; CWC; IEEE transactions on sustainable energy; alternative approach; combined nonparametric prediction interval; comparative quality; coverage width-based criterion; electric load; electricity prices; general purpose prediction; in-sample prediction interval; interval forecasts evaluation score; out-of-sample prediction interval; short-term wind farm generation forecast; wind power generation; Probabilistic logic; Wind forecasting; Wind power generation;
  • fLanguage
    English
  • Journal_Title
    Sustainable Energy, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3029
  • Type

    jour

  • DOI
    10.1109/TSTE.2014.2323851
  • Filename
    6837562