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Information × Registration Number 0220U103946, 0118U007160 , R & D reports Title Improvement of the freight trains movement forecasting technology, based on the data of the ASK VP UZ-E popup.stage_title Head Vernyhora Roman V., Кандидат технічних наук Registration Date 01-12-2020 Organization Dnipro National University of Railway Transport named after Academician V. Lazaryan popup.description2  The models of functioning of technical stations as the main element of train formation are analyzed in the work; the analysis of the available methods of forecasting the duration of freight trains on railway sections was performed and their shortcomings were revealed; problems and prospects of creation of automated control systems of train movement, including world experience are considered. The structure and principles of construction of the model of forecasting the duration of freight trains on the basis of the data of ASK VP UZ-E are presented in the work. The structure, methods of construction and architecture of the neural network for predicting the arrival of trains at technical stations in the railway direction are described. A study of the influence of the parameters of the input vector of the neural network on the quality of its operation is performed. Approbation of the developed model was performed for the railway direction Synelnykove-I - Nizhnedneprovsk-Vuzol - Pyatihatki. Product Description popup.authors Yelnikova Lidiia O. Vernigora Roman V. Zolotarevska Olha O. Tsuprov Pavlo S. popup.nrat_date 2020-12-01 Close