Smart GridsPublished 18 August 2025Research on short-term line loss rate prediction method of distribution network based on RF-CNN-LSTMLin Jiang · Chen Li · Wei Qiu · Caili Xiang · Jiawei Yang · Jun ShuFrontiers in Smart Gridsdoi 10.3389/frsgr.2025.1612770