“…To address this issue, researchers are exploring the use of Convolutional Neural Networks (CNNs), Gated Recurrent Units (GRUs), and optimization algorithms to enhance accuracy. CNNs can capture complex relationships in PV systems, while GRUs can effectively capture longterm dependencies in time series data [2][3] . However, challenges persist.…”