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Description
  • 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.
  • 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. (en)
Title
  • Statistical Modeling of Energy Production by Photovoltaic Farms
  • Statistical Modeling of Energy Production by Photovoltaic Farms (en)
skos:prefLabel
  • Statistical Modeling of Energy Production by Photovoltaic Farms
  • Statistical Modeling of Energy Production by Photovoltaic Farms (en)
skos:notation
  • RIV/67985807:_____/11:00365781!RIV12-AV0-67985807
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(AV0Z10300504)
http://linked.open...iv/cisloPeriodika
  • 9
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 232208
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/11:00365781
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • electrical energy; solar energy; numerical weather prediction model; nonparametric regression; beta regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [C70F99BD266A]
http://linked.open...i/riv/nazevZdroje
  • Journal of Energy and Power Engineering
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 5
http://linked.open...iv/tvurceVysledku
  • Musílek, P.
  • Eben, Kryštof
  • Brabec, Marek
  • Krč, Pavel
  • Pelikán, Emil
http://linked.open...n/vavai/riv/zamer
issn
  • 1934-8975
number of pages
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