Počet záznamů: 1
Clustering Weather Situations with Respect to Prediction of Solar Irradiance by Multiple NWP Models
- 1.
SYSNO ASEP 0434056 Druh ASEP C - Konferenční příspěvek (mezinárodní konf.) Zařazení RIV D - Článek ve sborníku Název Clustering Weather Situations with Respect to Prediction of Solar Irradiance by Multiple NWP Models Tvůrce(i) Krč, Pavel (UIVT-O) SAI, RID, ORCID
Eben, Kryštof (UIVT-O) SAI, RID, ORCID
Pelikán, Emil (UIVT-O) SAI, RIDZdroj.dok. ECAI 2014. - Amsterdam : IOS Press, 2014 / Schaub T. ; Friedrich G. ; O’Sullivan B. - ISSN 0922-6389 - ISBN 978-1-61499-418-3 Rozsah stran s. 1207-1208 Poč.str. 2 s. Forma vydání Tištěná - P Akce ECAI 2014. European Conference on Artificial Intelligence /21./ Datum konání 18.08.2014-22.08.2014 Místo konání Prague Země CZ - Česká republika Typ akce EUR Jazyk dok. eng - angličtina Země vyd. NL - Nizozemsko Klíč. slova regression tree ; numerical weather prediction ; global solar radiation Vědní obor RIV IN - Informatika Institucionální podpora UIVT-O - RVO:67985807 UT WOS 000349444700265 EID SCOPUS 84923205469 DOI 10.3233/978-1-61499-419-0-1207 Anotace With the photovoltaic (PV) and concentrating solar power (CSP) forming a growing portion of European power sources, there is a strong demand for a reliable prediction of solar power. Such predictions are mostly provided by physical or statistical models, both of which rely on accurate forecast of solar irradiance. For the short-to-medium-term forecast horizon (hours to days), irradiance forecast is provided mostly by numerical weather prediction (NWP) models. However, in spite of a recent effort to improve irradiance prediction within current NWP models, its quality is still not satisfactory and it is responsible for a majority of uncertainty in photovoltaic power forecasting. A promising method of improving NWP solar irradiance prediction is multi-model approach. This paper presents preliminary results from a data mining approach to combining irradiance forecasts from multiple NWP models. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2015
Počet záznamů: 1