Stochastic Model for Prediction of Photovoltaic Production Uncertainty Based on Measured Data (CROSBI ID 649648)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Barukčić, Marinko ; Hadžselimović, Miralem ; Seme, Sebastijan
engleski
Stochastic Model for Prediction of Photovoltaic Production Uncertainty Based on Measured Data
This paper deals with the description of a photovoltaic (PV) production prediction by the probability distribution function. Based on experimental on-site measured data of PV production, it is observed that there are different PV power production levels for the same solar irradiation and PV panel temperature. These PV power dispersions (for same irradiance and panel temperature) can be caused by different factors, including non- ideal working of maximal power point tracking (MPPT) devices, device efficiencies, different spectral response of PV panel and PV cell used for the solar irradiance measurement, different temperatures over the PV panel, and others. Due to the stochastic character of these occurrences, they can be very difficult take into account in the deterministic mathematical models usually used for PV power prediction. A probabilistic method for PV power production is proposed based on randomly generated PV production using the probability density function with respect to the solar irradiation.
Curve fitting ; Photovoltaic power production ; Probability density function ; Irradiance ranges ; Uncertainty
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
119-234.
2017.
objavljeno
Podaci o matičnoj publikaciji
10TH International Conference on Sustainable Energy and Environmental Protection (Conference Proceedings)
Krope, Jurij ; Olabi, Abdul Ghani ; Goričanec, Darko ; Božičnik, Stanislav
Maribor: Univerzitetna založba Univerze v Mariboru
978-961-286-050-9
Podaci o skupu
10th International Conference on Sustainable Energy and Environmental Protection
predavanje
27.06.2017-30.06.2017
Bled, Slovenija