Hardware-Software Complex for Predicting the Development of an Ecologically Hazardous Emergency Situation on the Railway
Abstract
A hardware-software system has been implemented to monitor the environmental state (EnvState) at the site of railway (RY) accidents and disasters. The proposed hardware-software system consists of several main components. The first software component, based on the queueing theory (QT), simulates the workload of emergency response units at the RY accident site. It also interacts with a central data processing server and information collection devices. A transmitter for these devices was built on the ATmega328 microcontroller. The hardware part of the environmental monitoring system at the RY accident site is also based on the ATmega328 microcontroller. In the hardware-software system for monitoring the EnvState at the RY accident site, the data processing server receives information via the MQTT protocol from all devices about the state of each sensor and the device's location at the RY accident or disaster site, accompanied by EnvState contamination. All data is periodically recorded in a database on the server in the appropriate format with timestamps. The obtained information can then be used by specialists from the emergency response headquarters.References
Nemry, F., & Demirel, H. (2012). Impacts of Climate Change on Transport: A focus on road and rail transport infrastructures. European Commission, Joint Research Centre (JRC), Institute for Prospective Technological Studies (IPTS).
Zhang, Z., Turla, T., & Liu, X. (2019). Analysis of human-factor-caused freight train accidents in the United States. Journal of Transportation Safety & Security, 13(10), 1157-1186.
Tabai, B. H., Bagheri, M., Sadeghi-Firoozabadi, V., & Sze, N. N. (2018). Evaluating the impact of train drivers’ cognitive and demographic characteristics on railway accidents. Safety science, 110, 162-167.
Brambilla, S., & Manca, D. (2010). The Viareggio LPG railway accident: event reconstruction and modeling. Journal of hazardous materials, 182(1-3), 346-357.
Zisis, Thomas, Konstantinos Vasilopoulos, and Ioannis Sarris. 2022. "Numerical Simulation of a Fire Accident in a Longitudinally Ventilated Railway Tunnel and Tenability Analysis" Applied Sciences 12, no. 11: 5667. https://doi.org/10.3390/app12115667
Gehandler, J. (2015). Road tunnel fire safety and risk: a review. Fire Science Reviews, 4, 1-27.
Zaporozhets, O. I., Kovalets, I. V., & Katsman, M. D. (2017). OtsInyuvannya naslIdkIv zalIznichnih avarIynih situatsIy z nebezpechnimi vantazhami. Sistemi upravlInnya, navIgatsIYi ta zv'yazku, (6), 224-232.
Wujie, J., Le, J., & Cheng, Z. (2022). Analyzing and predicting railway operational accidents based on fishbone diagram and Bayesian networks. Tehnički vjesnik, 29(2), 542-552. https://doi.org/10.17559/TV-20211102092922
Plakhotnik, V. N., Onyshchenko, J. V., & Yaryshkina, L. A. (2005). The environmental impacts of railway transportation in the Ukraine. Transportation Research Part D: Transport and Environment, 10(3), 263-268.
Stajniak, M., Kozicki, B., Jaśkiewicz, P., & Szczupak, L. (2022). The forecasting of dangerous goods transport by rail in Poland in terms of environmental security. European Research Studies Journal Volume XXV, Issue 2B, 2022 pp. 359-368. DOI: 10.35808/ersj/2968
Katsman, M. D., Myronenko, V. K., & Matsiuk, V. I. (2015). Mathematical models of ecologically hazardous rail traffic accidents. Reliability: theory & applications, 10(1 (36)), 28-39.
Lapin, V., Kryvopishyn, O., & Katsman, M. (2011). IS Blioh (1836–1901) railway magnate and peacemaker, prominent scientist-railroader: economist, Statistician and financier. Reliability: Theory & Applications, 6(4 (23)), 149-155.
Yukhimchuk, S. V., Savchuk, T. A., & Katsman, M. D. (2009). Vikoristannya Intelektualnih tehnologIy dlya analIzu nadzvichaynih situatsIy na zalIznichnomu transportI. System research and information technologies, (4), 53-60.
Akhmetov, B and Lakhno, V and Blozva, A and Shaladayeva, M and Abuova, A and Skladannyi, Pavlo and Sagyndykova, Sh (2022) Development of a mobile automated air quality monitoring system for use in places of technogenic accidents on railway transport Journal of Theoretical and Applied Information Technology, 100 (5). pp. 1287-1300. ISSN 1817-3195 Huang, W., Shuai, B., Zuo, B., Xu, Y., & Antwi, E. (2019). A systematic railway dangerous goods transportation system risk analysis approach: The 24 model. Journal of Loss Prevention in the Process Industries, 61, 94-103.
Soroka, M. L., & Yaryshkina, L. A. (2012). Technology for the oil spills clean-up which provides preliminary accumulation of sorbents into the area of emergence and localization oil spills. Science and Transport Progress, (42), 45-55.
Dvorak, Zdenek, Bohus Leitner, Michal Ballay, Lenka Mocova, and Pavel Fuchs. 2021. "Environmental Impact Modeling for Transportation of Hazardous Liquids" Sustainability 13, no. 20: 11367. https://doi.org/10.3390/su132011367
Chadwick, S. G., Zhou, N., & Saat, M. R. (2014). Highway-rail grade crossing safety challenges for shared operations of high-speed passenger and heavy freight rail in the US. Safety Science, 68, 128-137.
Elkins, J. A., & Carter, A. (1993). Testing and analysis techniques for safety assessment of rail vehicles: the state-of-the-art. Vehicle System Dynamics, 22(3-4), 185-208.
Katsman M. D. Matematichna model viznachennya ymovirnostey mozhlivih ekologichnih naslidkiv zaliznichnih avarIy, Zb. nauk. prats HUPS. Harkiv, 2013, 1(34), 182–185.
Dzhabur, A. A. R. (2013). Modelirovanie avariy i ih likvidatsii v ergaticheskih sistemah. Tehnologicheskiy audit i rezervyi proizvodstva, 6(4 (14)), 39-40.
Lakhno, Valerii & Tsiutsiura, Svitlana & Ryndych, Yevhen & Blozva, A. & Desiatko, Alona & Usov, Y. & Kaznadiy, S.. (2019). Optimization of information and communication transport systems protection tasks. International Journal of Civil Engineering and Technology. 10. 1-9.
V. Lakhno, O. Kryvoruchko, H. Mohylnyi and others. (2019). Model of indicator of current risk of threats realization on the information communication system of transport. International Journal of Civil Engineering and Technology (IJCIET). - 2019. - Volume 10. - Issue 02, February. - Рp. 1–9.
Akhmetov, Bakhytzhan ; Lakhno, Valeriy ; Oralbekova, Ayaulym ; Kaskatayev, Zhanat ; Mussayeva, Gulmira (2019) Automated Self-trained System of Functional Control and State Detection of Railway Transport Nodes. International Journal of Electronics and Telecommunications; 2019; vol. 65; No 3; 491-496 DOI: 10.24425/ijet.2019.129804 ; eISSN 2300-1933 (since 2013) ; ISSN 2081-8491 (until 2012)
Bing Song, Xiaoping Ma, Yong Qin, Hao Hu, Zhipeng Zhang. (2023) Railroad accident causal analysis with unstructured narratives using bidirectional encoder representations for transformers. Journal of Transportation Safety & Security 15:7, pages 717-736.
Liu, Ziyuan, Yingzhao Wu, Tianle Liu, Xiaoxue Wang, Wenzhuo Li, Ying Yin, and Xiangfei Xiao. 2021. "Double Path Optimization of Transport of Industrial Hazardous Waste Based on Green Supply Chain Management" Sustainability 13, no. 9: 5215. https://doi.org/10.3390/su13095215
Zhao, Kaigong & Zhang, Xiaolei & Wang, Hui & Gai, Yongling & Wang, Haiyan. (2022). Allocation of Resources for Emergency Response to Coal-To-Oil Hazardous Chemical Accidents under Railway Transportation Mode. Sustainability. 14. 16777. 10.3390/su142416777.
Ebrahimi, Hadis & Sattari, Fereshteh & Lefsrud, Lianne & Macciotta, Renato. (2023). A machine learning and data analytics approach for predicting evacuation and identifying contributing factors during hazardous materials incidents on railways. Safety Science. 164. 106180. 10.1016/j.ssci.2023.106180.
Panasiuk, І & Tretiakova, L. & Mitiuk, L.. (2023). METHOD OF IDENTIFYING HAZARDS AND PREDICTING THE EMERGENCY SITUATIONS IN CASE OF SOIL CONTAMINATION BY HEAVY METAL COMPOUNDS. POWER ENGINEERING: economics, technique, ecology. 10.20535/1813-5420.3.2022.272097.
Abuova, Akbala & Lakhno, Valerii & Oshanova, Nurzhamal & Yagaliyeva, Bagdat & Anosov, Andrew. (2019). Conceptual Model of the Automated Decision-Making Process in Analysis of Emergency Situations on Railway Transport. 10.1007/978-3-030-37632-1_14.
Pieper, Tobias & Obermaisser, Roman. (2022). Fault-injection for Hardware- and Software-in-the-Loop testing of networked railway systems. Microprocessors and Microsystems. 104456. 10.1016/j.micpro.2022.104456.
Amendola, Arturo & Barbareschi, Mario & Simone, Salvatore & Mezzina, Giovanni & Moriconi, Alberto & Saragaglia, Cataldo & Serra, Diana & De Venuto, Daniela. (2023). A real-time vital control module to increase capabilities of railway control systems in highly automated train operations. Real-Time Systems. 1-26. 10.1007/s11241-023-09401-5.
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