A multi-criteria approach to assessing the efficiency of digital technology implementation in the operation of freight railway stations
https://doi.org/10.52170/1815-9265_2025_74_55
Abstract
The integration of digital technologies into the process of interaction between freight railway stations and non-public tracks is a complex multi-purpose task that requires the development of a scientific and methodological approach to the rational implementation of digital technical and technological solutions, taking into account the existing technical and technological base. In the previously presented papers, the first two stages of the formation of such an approach were highlighted, including the development of a mathematical model based on queuing theory and the creation of a classifier for selecting relevant solutions. This paper is devoted to the construction of a algorithm using a decision tree to combine all possible digital technical and technological solutions for a specific barrier node. Dynamic programming in Java is used for this purpose, which provides fast generation of all possible combinations of digital technical and technological solutions. The article also defines criteria for selecting relevant options for a combination of digital solutions that meet the goals and priorities of the Russian Railways digital transformation strategy until 2030, namely: the cost of processing one wagon; idle time of a local wagon on the responsibility of Russian Railways; labour productivity; occupational injuries.
About the Authors
O. V. Moskvichev
Volga State Transport University
Russian Federation
Russian Federation
Oleg V. Moskvichev – Doctor of Engineering, Director of the Institute of Management and Economics
Samara
E. E. Moskvicheva
Volga State Transport University
Russian Federation
Russian Federation
Elena E. Moskvicheva – Candidate of Engineering, Associate Professor of the Technologies of Cargo and Commercial Work Department, Stations and Hubs
Samara
A. A. Gruzd
Volga State Transport University
Russian Federation
Russian Federation
Angelika A. Gruzd – Lecturer of the Department of Operational Work Management
Samara
References
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Review
For citations:
Moskvichev O.V., Moskvicheva E.E., Gruzd A.A. A multi-criteria approach to assessing the efficiency of digital technology implementation in the operation of freight railway stations. Bulletin of Siberian State University of Transport. 2025;(2):55-62. (In Russ.) https://doi.org/10.52170/1815-9265_2025_74_55
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