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Error assessment of solar irradiance forecasts and AC power from energy conversion model in grid-Connected photovoltaic systems

By Gianfranco Chicco, Valeria Cocina, Paolo Di Leo, Filippo Spertino and Alessandro Massi Pavan


Availability of effective estimation of the power profiles of photovoltaic systems is essential for studying how to increase the share of intermittent renewable sources in the electricity mix of many countries. For this purpose, weather forecasts, together with historical data of the meteorological quantities, provide fundamental information. The weak point of the forecasts depends on variable sky conditions, when the clouds successively cover and uncover the solar disc. This causes remarkable positive and negative variations in the irradiance pattern measured at the photovoltaic (PV) site location. This paper starts from 1 to 3 days-ahead solar irradiance forecasts\ud available during one year, with a few points for each day. These forecasts are interpolated to obtain more irradiance estimations per day. The estimated irradiance data are used to classify the sky conditions into clear, variable or cloudy. The results are compared with the outcomes of the same classification carried out with the irradiance measured in meteorological stations at two real PV sites. The occurrence of irradiance spikes in “broken cloud” conditions is identified and discussed.\ud From the measured irradiance, the Alternating Current (AC) power injected into the grid at two PV sites is estimated by using a PV energy conversion model. The AC power errors resulting from the PV model with respect to on-site AC power measurements are shown and discussed

Topics: Distributed generation, Error assessment, Irradiance spike, Photovoltaic (PV) conversion model, Photovoltaic systems, Power profiles, Renewable energy, Weather forecasts, Computer Science (all)
Year: 2016
DOI identifier: 10.3390/en9010008
OAI identifier:

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