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Medientyp:
E-Artikel
Titel:
Solar Radiation Modeling Using M5 Model Tree
Beteiligte:
KISI, Ozgur;
ERAY, Okan;
MERT, Cihan
Erschienen:
International Black Sea University, 2017
Erschienen in:Journal of Technical Science and Technologies
Sprache:
Nicht zu entscheiden
DOI:
10.31578/jtst.v5i2.111
ISSN:
2346-8270;
2298-0032
Entstehung:
Anmerkungen:
Beschreibung:
<jats:p>The study investigates the ability of M5 model tree in modeling monthly solarradiation. Monthly data of maximum and minimum air temperatures, windspeed, relative humidity and solar radiation from Antalya, Turkey were used inthe application. The effect of each climatic parameter on solar radiation is investigated. Periodic models are also developed to see the effect of periodicitycomponent on models’ accuracy. It was found that using periodicity as input tothe applied models significantly increases their accuracy in modeling monthlysolar radiation.</jats:p>