Bibik, Svitlana I.Nesterenko, Halyna I.Muzykin, Mykhailo I.Kuzmenko, Albina2022-02-252022-02-252021Bibik S., Nesterenko H., Muzykin M., Kuzmenko A. Improvement of the Automated Control Technology of Trains Traffic with Dangerous Goods. Computer Sciences and Information Technologies (CSIT). Proceedings of the 16th IEEE International Conference, Lviv, Ukraine, 22–25 September 2021. Vol. 2. P. 190–193. DOI: 10.1109/CSIT52700.2021.9648611.978-1-6654-4257-2 (Online)978-1-6654-4258-9 (Print)2766-3655 (Print)2766-3639 (Online)http://eadnurt.diit.edu.ua/jspui/handle/123456789/14721https://ieeexplore.ieee.org/document/9648611/references#referencesS. Bibik: ORCID 0000-0002-5832-6949; H. Nesterenko: ORCID 0000-0003-1629-0201; M. Muzykin: ORCID 0000-0003-2938-7061; A. Kuzmenko: ORCID 0000-0001-7278-3647ENG: This article is devoted to the actual issue of improving the automated control technology of trains traffic with dangerous goods due to the addition of the existing set of tasks. These tasks are solved on the basis of operating automatized working places of dispatching personnel, by the software for decision-making support system developed on the basis of the graph of the Bayesian Belief Network that describes the security status of trains traffic en route. The scientific value of the article lies in the development of new technology for planning and managing the transport of dangerous goods through intelligent support for decisions at the tactical and operational levels.endangerous goodsroutes of trains movementautomatized working placescomputer simulationКІТКУЕРКБЖДArticle