Computer Vision Technologies in Controlling the Electric Drive of Railway Transport
Analysis of statistical data on accidents on railways shows that most often an accident occurs due to the influence of the human factor, obstacles on the track, curvature of the track, the phenomenon of skidding and slipping in dynamic modes. The novelty of the proposed work consists in development...
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| Format: | Article |
| Language: | English |
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University of Žilina
2025-01-01
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| Series: | Communications |
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| Online Access: | https://komunikacie.uniza.sk/artkey/csl-202501-0011_computer-vision-technologies-in-controlling-the-electric-drive-of-railway-transport.php |
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| author | Yaroslav Kyrylenko Yurij Kutovoj Tatiana Kunchenko Oleksandr Nesterenko |
| author_facet | Yaroslav Kyrylenko Yurij Kutovoj Tatiana Kunchenko Oleksandr Nesterenko |
| author_sort | Yaroslav Kyrylenko |
| collection | DOAJ |
| description | Analysis of statistical data on accidents on railways shows that most often an accident occurs due to the influence of the human factor, obstacles on the track, curvature of the track, the phenomenon of skidding and slipping in dynamic modes. The novelty of the proposed work consists in development of a mathematical model and a study of the automatic speed control, depending on the curvature of the track or in the presence of obstacles, and track defects, as well as measuring the linear speed of the railway transport as one of the main elements of the slip protection system and the system for implementing the maximum traction force. The solution of these problems is possible with the help of a multipurpose sensor, which is a video camera, to form the feedback signals to the control system. |
| format | Article |
| id | doaj-art-16abdb8d4cad4956b56fb3fc35fc41d4 |
| institution | Kabale University |
| issn | 1335-4205 2585-7878 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj-art-16abdb8d4cad4956b56fb3fc35fc41d42025-01-08T20:58:49ZengUniversity of ŽilinaCommunications1335-42052585-78782025-01-01271C1C1310.26552/com.C.2025.011csl-202501-0011Computer Vision Technologies in Controlling the Electric Drive of Railway TransportYaroslav KyrylenkoYurij Kutovoj0Tatiana Kunchenko1Oleksandr Nesterenko2Department of Automated Electromechanical System, NTU "KhPI", Kharkiv, UkraineDepartment of Automated Electromechanical System, NTU "KhPI", Kharkiv, UkraineDepartment of Automated Electromechanical System, NTU "KhPI", Kharkiv, UkraineAnalysis of statistical data on accidents on railways shows that most often an accident occurs due to the influence of the human factor, obstacles on the track, curvature of the track, the phenomenon of skidding and slipping in dynamic modes. The novelty of the proposed work consists in development of a mathematical model and a study of the automatic speed control, depending on the curvature of the track or in the presence of obstacles, and track defects, as well as measuring the linear speed of the railway transport as one of the main elements of the slip protection system and the system for implementing the maximum traction force. The solution of these problems is possible with the help of a multipurpose sensor, which is a video camera, to form the feedback signals to the control system.https://komunikacie.uniza.sk/artkey/csl-202501-0011_computer-vision-technologies-in-controlling-the-electric-drive-of-railway-transport.phpelectric driverailway transportneural regulatorcomputer visionimage processingoptical flow |
| spellingShingle | Yaroslav Kyrylenko Yurij Kutovoj Tatiana Kunchenko Oleksandr Nesterenko Computer Vision Technologies in Controlling the Electric Drive of Railway Transport Communications electric drive railway transport neural regulator computer vision image processing optical flow |
| title | Computer Vision Technologies in Controlling the Electric Drive of Railway Transport |
| title_full | Computer Vision Technologies in Controlling the Electric Drive of Railway Transport |
| title_fullStr | Computer Vision Technologies in Controlling the Electric Drive of Railway Transport |
| title_full_unstemmed | Computer Vision Technologies in Controlling the Electric Drive of Railway Transport |
| title_short | Computer Vision Technologies in Controlling the Electric Drive of Railway Transport |
| title_sort | computer vision technologies in controlling the electric drive of railway transport |
| topic | electric drive railway transport neural regulator computer vision image processing optical flow |
| url | https://komunikacie.uniza.sk/artkey/csl-202501-0011_computer-vision-technologies-in-controlling-the-electric-drive-of-railway-transport.php |
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