TY JOUR TI Artificial Intelligence Technologies for Evaluation and Prediction of the Technical Condition of Railway Automation and Telemechanic Devices KW Technical diagnostics KW monitoring of RAT devices KW predictive analytics KW equipment recoverability KW false alarms KW railway automation and telemechanics KW intelligent monitoring systems KW failures of rail circuits JO Proceedings of Petersburg Transport University AU Nadezhkin, V.A. AU Nadezhkina, S.A. AU MUSIN, A.R. PY 2025 IS 22 PB FSBEI HE "Emperor Alexander I St. Petersburg State Transport University"