openalexFrontiers in Environmental Science2026-07-24
A hybrid CNN-BiLSTM model integrating meteorological and topographic factors for transmission line ice thickness prediction
P P Li, Bing Feng, Zhenyang Fu, Zhou Jian
Transmission-line icing can threaten reliable grid operation, making short-term ice-thickness prediction important for disaster prevention and operational planning. This study develops a late-fusion CNN-BiLSTM regression framework for next-hour ice-thickness prediction on the 500…