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Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study
- Source :
- 3rd International Symposium on Environment-Friendly Energies and Applications (EFEA 2014), Pars : France (2014)
- Publication Year :
- 2014
-
Abstract
- 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.
- Subjects :
- Computer Science - Learning
Physics - Atmospheric and Oceanic Physics
Subjects
Details
- Database :
- arXiv
- Journal :
- 3rd International Symposium on Environment-Friendly Energies and Applications (EFEA 2014), Pars : France (2014)
- Publication Type :
- Report
- Accession number :
- edsarx.1409.7476
- Document Type :
- Working Paper