Sky Image Prediction Model Based on Convolutional Auto-Encoder for Minutely Solar PV Power Forecasting

Fu, YW; Chai, H; Zhen, Z; Wang, F; Xu, XJ; Li, KP; Shafie-Khah, M; Dehghanian, P; Catalao, JPS

Wang, F (corresponding author), North China Elect Power Univ, Dept Elect Engn, Baoding 071003, Peoples R China.; Wang, F (corresponding author), North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China.

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021; 57 (4): 3272

Abstract

The precise minute time scale forecasting of an individual PV power station output relies on accurate prediction of cloud distribution, which can lead......

Full Text Link