Title of article :
Interannual variability of solar energy generation in Australia
Author/Authors :
Robert J. Davy ?، نويسنده , , Alberto Troccoli، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2012
Abstract :
Australia has an abundant solar energy resource that is likely to be used for energy generation on a large scale. Variable sources of
electricity generation require knowledge of the nature of their variability at all time scales. This study examines the effect that El Nin˜o
Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD) have on solar radiation in Australia, in order to establish the role for
seasonal forecasting of solar power. Calendar years are classified into their ENSO state using a sea surface temperature index. The ERAInterim
and NCEP reanalysis products are then used to estimate the effect of ENSO on global horizontal solar irradiance over the continent.
A bootstrap technique is used to obtain confidence regions for the effect in both winter and summer. The main impact of ENSO
occurs during winter over a large part of eastern Australia. Little impact was observed over the continent during summer. A similar analysis
is conducted for the Indian Ocean Dipole (IOD) to ensure that the observed ENSO effect is not a manifestation of the IOD. This
study indicates that the ENSO phenomenon may account for solar energy changes of more than 10% in some locations on a seasonal
basis. We show that the solar radiation analysis is directly applicable to solar energy yield. Knowledge of this variability may influence
the location of large solar generation plants. Also, there is a potential to predict solar energy a few months ahead by means of seasonal
forecasting systems, which would help to assist with planning for electricity grid.
Crown Copyright 2011 Published by Elsevier Ltd. All rights reserved.
Keywords :
forecasting , ENSO , Solar , Photovoltaic , IOD , radiation
Journal title :
Solar Energy
Journal title :
Solar Energy