Abstract
The article discusses the solution to the problem of automatically determining the boundaries for dangerous sections of the railway track using the cumulative sum algorithm when LSTM, VAR and ARIMA models are used for modeling the rail track geometry. The stationarity of the rail track geometry parameters has been proven, and the errors of the developed models have been assessed.
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