Počet záznamů: 1

Statistical Modeling of Energy Production by Photovoltaic Farms

  1. 1.
    0365781 - UIVT-O 2012 RIV US eng J - Článek v odborném periodiku
    Brabec, Marek - Pelikán, Emil - Krč, Pavel - Eben, Kryštof - Musílek, P.
    Statistical Modeling of Energy Production by Photovoltaic Farms.
    Journal of Energy and Power Engineering. Roč. 5, č. 9 (2011), s. 785-793 ISSN 1934-8975
    Grant ostatní: GA AV ČR(CZ) M100300904
    Výzkumný záměr: CEZ:AV0Z10300504
    Klíčová slova: electrical energy * solar energy * numerical weather prediction model * nonparametric regression * beta regression
    Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum

    This paper introduces several alternative statistical approaches to modeling and prediction of electric energy generated by photovoltaic farms. The statistical models use outputs of a numerical weather prediction model as their inputs. Presented statistical models allow for easy-to-compute predictions, both in temporal sense and for out-of-sample individual farms. Model performance is illustrated on a sample of real photovoltaic farms located in the Czech Republic.
    Trvalý link: http://hdl.handle.net/11104/0200942