V. N. Gridin, V. V. Doenin, V. I. Solodovnikov, V. S. Panishchev, M. I. Trufanov, “To the question of constructing an intelligent analysis subsystem and forecasting the work of the sorting unit”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2017, Issue 4,Pages <nobr>95

INTELLIGENT SYSTEMS

To the question of constructing an intelligent analysis subsystem and forecasting the work of the sorting unit

V. N. Gridin^a, V. V. Doenin^b, V. I. Solodovnikov^a, V. S. Panishchev^a, M. I. Trufanov^a

^a Design Information Technologies Сenter of RAS
^b Federal State Budget Educational Institution of Higher Education "Russian University of Transport (MIIT)"

Abstract: The paper considers issues of continuous monitoring of the situation at the marshalling yard and predicts the possibility of emergence of critical situations. An approach is proposed for constructing an automated intellectual subsystem for analyzing and timely forecasting the critical utilization of railway sorting units. A solution to the prediction problem is proposed by using information from automated data collection systems and a neural network decision support subsystem.

Keywords: intellectual system, forecasting of critical situations, simulation modeling, sorting node, neural network.