Short-term solar irradiance and irradiation forecasts via different time   series techniques: A preliminary study
  This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production. Several different time series approaches are employed. Our results and the corresponding numerical simulations show that techniques which do not need a large amount of historical data behave better than those which need them, especially when those data are quite noisy. 
C\'edric Join (INRIA Lille - Nord Europe, CRAN, AL.I.E.N.), Cyril   Voyant (SPE), Michel Fliess (AL.I.E.N., LIX), Marc Musel...
cs.LG physics.ao-ph