Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction

• Main Authors: Ghazvinian, H., Mousavi, S.-F., Karami, H., Farzin, S., Ehteram, M., Hossain, M.S., Fai, C.M., Hashim, H.B., Singh, V.P., Ros, F.C., Ahmed, A.N., Afan, H.A., Lai, S.H., El-Shafie, A.
• Format: Article
• Language: English
• Published: 2020
• Institution: Universiti Tenaga Nasional

Solar energy is a major type of renewable energy, and its estimation is important for decision- makers. This study introduces a new prediction model for solar radiation based on support vector regression (SVR) and the improved particle swarm optimization (IPSO) algorithm. The new version of algorith...