Soiling loss
Accumulation of dirt and its effect on the system performance is an uncertainty which strongly depends on the environment of the system, raining conditions, etc.
In medium-rainy climates (like middle of Europe) and in residential zones, this is usually low and may be neglected (less than 1%).
In rural environments with agricultural activity, it may be important during some seasonal activities. In industrial zones, one can observe not negligible effects of the order of several percents. Häberlin reports the effect of metallic dusts near to a railway line, which may initiates further pollution and mosses.
The accumulation of dusts and the growth of mosses and lichens along the frame of the modules produces partial shadings on the bottom cells, and tend to retain more dust. Moreover these pollutions are not removed by the rainfalls. Therefore with low tilts, it is recommended to use frameless modules when possible.
Birds droppings represent a serious problem, as they are usually not removed by rainy events. But their impact is reported as relatively small (less than 2%).
The soiling losses are strongly dependent on the rainfalls of course. Therefore PVsyst allows the definition of soiling loss factors in monthly values. During the simulation, the soiling loss is accounted for as an irradiance loss.
We can propose some reference articles1 2 3 4 5 about soiling, and also a review in Thevenard (2010)6, p.22. But they don't provide definitive answers...
Snow
Snow is not part of the weather data in PVsyst, and its effect is very difficult to foresee (when is it leaving the array ?). In very concerned conditions, you can take it into account by defining partial or complete soiling attenuation during some months.
-
A. Kimber, L. Mitchell, S. Nogradi, H. Wenger
The effect of soiling on large grid-connected photovoltaic systems in California and the Southwest regions of the US
4th IEEE World Conference on Photovoltaic Energy Conversion, Hawaii, 2006 ↩ -
A. Kimber
The effect of soiling on Photovoltaic Systems located in arid climates.
22nd European Photovoltaic Solar Energy Conference, ↩ -
H. Häberlin, J.-D. Graf
Gradual Reduction of PV Generator Yield due to Pollution
2nd World Conference on Photovoltaic Energy Conversion, Vienna, 1998 ↩ -
T.U. Townsend, P.A. Hutchinson
Soiling Analyses at PVUSA ↩ -
M. Vivar, R.Herrero, F. Martinez-Moreno, I. Anton, G. Sala
Effect of Soiling in PV concentrators: mechanisms of light dispersion and real field performance of soiled flat moduloes and CPV's.
23rd European Photovoltaic Solar Energy Conference, Valencia (Spain), 2008 ↩ -
D. Thevenard, A. Driesse, S. Pelland, D. Turcotte, Y. Poissant
Uncertainty in Long-term Photovoltaic Yield Predictions (52 pages)
CanmetENERGY, Report 2010-122 (RP-TEC), Varennes, Canada ↩