Title :
Inter-system time lag due to clouds in an urban PV ensemble
Author :
Elsinga, Boudewijn ; van Sark, Wilfried G. J. H. M.
Author_Institution :
Copernicus Inst. of Sustainable Dev., Utrecht Univ., Utrecht, Netherlands
Abstract :
This paper presents a short term (<; 1 hour) in situ global horizontal irradiance (GHI) forecasting method without the use of external weather data. This forecasting method is based on the relative temporal shift (time lag) of measured GHI, or GHI-fluctuations time series of pairs of photovoltaic (PV) systems that are influenced by the same cloud(system) sequentially. Additionally, in combination with measured weather data an estimation of cloud height can be made. The cloud height can prove useful when whole sky cloud images are interpreted for forecasting purposes.
Keywords :
clouds; load forecasting; photovoltaic power systems; GHI forecasting method; GHI-fluctuations time series; cloud height estimation; forecasting method; global horizontal irradiance; inter-system time lag; relative temporal shift; sky cloud images; urban PV ensemble; Clouds; Forecasting; Photovoltaic systems; Radiation effects; Time series analysis; Wind speed; Forecasting; PV Output; Solar Photovoltaics; Time Lag; Variability;
Conference_Titel :
Photovoltaic Specialist Conference (PVSC), 2014 IEEE 40th
Conference_Location :
Denver, CO
DOI :
10.1109/PVSC.2014.6925029