Neural Network Control of the Transportation Process in Railway Transport: Problems and Future Tasks

For a complex organizational and technological system of transport and train management, the issues of creating a neural network control of transportation based on the resources of the operated corporate information system of JSC “Russian Railways” are considered. The high volatility of external and internal factors affecting transportation increases the dependence of the efficiency of dispatching the transportation process on the competencies of personnel. Important data from different levels of organization of a railway section operation, the state of transport infrastructure facilities and the train situation on the section, affecting the carrying capacity of the section are presented. The analysis of methodological approaches to the formalization of objects and processes of railway transport for the development and implementation of intelligent technologies for managing the transportation process is presented.