Solar Radiation Modeling Using M5 Model Tree

• DOI: 10.31578/jtst.v5i2.111
• Publication Date: 2024-02-22T05:41:26Z
• Authors: Ozgur KISI; Okan ERAY; Cihan MERT
• Keywords: Tree (set theory)

The study investigates the ability of M5 model tree in modeling monthly solarradiation. Monthly data maximum and minimum air temperatures, windspeed, relative humidity solar radiation from Antalya, Turkey were used inthe application. effect each climatic parameter on is investigated. Periodic models are also developed to see periodicitycomponent models’ accuracy. It was found that using periodicity as input tothe applied significantly increases their accuracy monthlysolar radiation.