Number of the records: 1
Statistical Modeling of Energy Production by Photovoltaic Farms
- 1.
SYSNO ASEP 0346898 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Statistical Modeling of Energy Production by Photovoltaic Farms Author(s) Brabec, Marek (UIVT-O) RID, SAI, ORCID
Pelikán, Emil (UIVT-O) SAI, RID
Krč, Pavel (UIVT-O) SAI, RID, ORCID
Eben, Kryštof (UIVT-O) SAI, RID, ORCID
Musílek, P. (CA)Source Title Electrical Power and Energy Conference "Sustainable Energy for an Intelligent Grid". - Piscataway : IEEE, 2010 - ISBN 978-1-4244-8186-6 Pages s. 1-6 Number of pages 6 s. Publication form CD ROM - CD ROM Action EPEC 2010. Electrical Power and Energy Conference Event date 25.08.2010-27.08.2010 VEvent location Halifax Country CA - Canada Event type WRD Language eng - English Country US - United States Keywords electrical energy, solar energy ; numerical weather prediction model ; statistical model ; nonparametric regression ; inflated beta regression Subject RIV JE - Non-nuclear Energetics, Energy Consumption ; Use CEZ AV0Z10300504 - UIVT-O (2005-2011) EID SCOPUS 79951600950 DOI 10.1109/EPEC.2010.5697249 Annotation This paper introduces several alternative statistical approaches to modeling and prediction of electric energy generated by photovoltaic farms. The statistical models use outputs of a numerical weather prediction model as their inputs. Presented statistical models allow for easy-to-compute predictions, both in temporal sense and for out-of-sample individual farms. Model performance is illustrated on a sample of real photovoltaic farms located in the Czech Republic. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2012
Number of the records: 1