C. Craggs et al., Statistical investigation of the optimal averaging time for solar irradiance on horizontal and vertical surfaces in the UK, SOLAR ENERG, 68(2), 2000, pp. 179-187
As output from photovoltaic (PV) panels is closely related to sunlight leve
ls, monitoring solar irradiance levels is crucial for system design and pre
dictive purposes. With advances in PV technology, urban sites at northerly
locations, where both horizontal and vertical solar irradiance make signifi
cant contributions, are becoming increasingly important. The aim of this pa
per is to compare solar irradiance for horizontal and vertical orientations
and to assess the relative effectiveness of differing averages, from 10 mi
n to 1 h, for use in short-term prediction of solar irradiance levels for a
UK site. Vertical and horizontal solar irradiance observations were collec
ted from a monitoring station on the roof of a five-storey building at an u
rban site in Newcastle-upon-Tyne, UK (latitude 55 degrees N). 10-min data w
as collected fur 13- or 15-day periods in two summers (1994, 1995) and two
winters (1993, 1994). Although mean levels for horizontal and vertical irra
diance were different, as expected, general patterns were very similar indi
cating the possibility of predicting vertical irradiance from horizontal at
the same location, 10-min, 20-min,30-min and I-h averaging times were comp
ared utilising autocorrelation coefficients and ARIMA models to assess the
information lost when using longer averaging intervals. For consideration o
f short-term changes, 10-min averages were most informative whilst hourly a
verages were substantially poorer. (C) 2000 Elsevier Science Ltd. All right
s reserved.