%0 Journal Article %T Artificial Intelligence Technologies for Evaluation and Prediction of the Technical Condition of Railway Automation and Telemechanic Devices %A Nadezhkin, V.A. %A Nadezhkina, S.A. %A MUSIN, A.R. %K Technical diagnostics, monitoring of RAT devices, predictive analytics, equipment recoverability, false alarms, railway automation and telemechanics, intelligent monitoring systems, failures of rail circuits %J Proceedings of Petersburg Transport University %D 2025 %N 22 %P 7 %I FSBEI HE "Emperor Alexander I St. Petersburg State Transport University"