IMPACT OF ROAD AND INTELLIGENT TRANSPORTATION INFRASTRUCTURE ON TRAFFIC SAFETY: NEW APPROACHES TO RISK CLASSIFICATION
Article Sidebar
Main Article Content
Abstract
The article presents a new approach to the classification and assessment of risks on suburban highways based on the multidimensional analysis of the Driver-Automobile-Road-Environment (DARS) system. The methodology of risk assessment using a comprehensive index (CRI), which takes into account the degree of impact of factors, types of interaction between system elements and components of the transportation system, is developed. Special attention is paid to the role of road infrastructure and the capabilities of intelligent transportation systems (ITS) in risk management. Innovative solutions to improve traffic safety are proposed, including the use of “smart” pavements, vehicular communication systems (V2X) and “road digital twin” technologies. It is shown that the complex introduction of modern technologies can reduce the number of traffic accidents by 20-30% within 5-10 years. The analysis of socioeconomic effects from the implementation of the proposed solutions is presented.
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Kapskii, D.V. & Skirkovskii, S.V. (2024). Avariinost' v dorozhnom dvizhenii. Gomel': BelGUT. (In Russ.).
Kapskii, D.V. & Volynets, A.S. (2023). Analiz primenimosti metodov prognozirovaniya i otsenki avariinosti na konfliktnykh ob"ektakh transportnoi seti i perspektivy ikh razvitiya [Analysis of the Applicability of Methods for Predicting and Assessing Accidents at Conflict Sites in the Transportation Network and Prospects for their Development]. In Transport i transportnye sistemy: konstruirovanie, ekspluatatsiya, tekhnologii: sb. nauch. st. (38–48). Minsk: BNTU. (In Russ., abstr. in Engl.).
Heinrich, H. W. (1941). Industrial Accident Prevention: A Scientific Approach. – Second Ed. McGraw-Hill book Company, Inc.
Treat, J.R., Tumbas, N.S., McDonald, S.T., Shinar, D., Hume, R.D., Mayer, R.E., … Castellan, N.J. (1977). Tri-level study of the causes of traffic accidents: final report. Vol. I: Causal factor tabulations and assessments [Electronic resource]. Mode of access: https://deepblue.lib.umich.edu/handle/2027.42/64993. – Date of access: 08.11.2024.
Rune, El'vik, Borger, Myusen Anne & Vo, Tryule. (2001). Spravochnik po bezopasnosti dorozhnogo dvizheniya. Moscow: MADI (GTU). (In Russ., translat. from Norwegian).
Tighe, S., Li, N., Falls, L.C. & Haas, R. (2000). Incorporating road safety into pavement management. Transportation Research Record: Journal of the Transportation Research Board, 1699(1). DOI: 10.3141/1699-01
Zegeer, C.V. & Council, F.M. (1995). Safety relationships associated with cross-sectional roadway elements. Transportation Research Record, (1512), 29–36. Mode of access: https://onlinepubs.trb.org/Onlinepubs/trr/1995/1512/1512-005.pdf. – Date of access: 08.11.2024
Elvik, R. (1995). The safety value of guardrails and crash cushions: a meta-analysis of evidence from evaluation studies. Accident Analysis & Prevention, 27(4), 523–549. DOI: 10.1016/0001-4575(95)00003-I
Carlson, P.J., Park, E.S. & Andersen, C.K. (2000). Benefits of pavement markings: A renewed perspective based on recent and ongoing research. Transportation Research Record: Journal of the Transportation Research Board, 2107(1). Iss. 1. DOI: 10.3141/2107-06
Wanvik, P.O. (2009). Effects of road lighting: an analysis based on Dutch accident statistics 1987–2006. Accident Analysis & Prevention, 41(1), 123–128. DOI: 10.1016/j.aap.2008.10.003
Bullough, J.D., Donnell, E.T. & Rea, M.S. (2013). To illuminate or not to illuminate: Roadway lighting as it affects traffic safety at intersections. Accident Analysis & Prevention, 53(1), 65–77. DOI: 10.1016/j.aap.2012.12.029
Mountain, L.J., Hirst, W.M. & Maher, M.J. (2005). Are speed enforcement cameras more effective than other speed management measures? The impact of speed management schemes on 30 mph roads. Accident Analysis & Prevention, 37(4), 742-54. DOI:10.1016/j.aap.2005.03.017
Lv, Y., Duan, Y., Kang, W., Li, Z. & Wang, F.Y. (2015). Traffic flow prediction with big data: a deep learning approach. IEEE Transactions on Intelligent Transportation Systems, 16(2), 865–873. DOI: 10.1109/TITS.2014.2345663
Høye, A. (2014). Speed cameras, section control, and kangaroo jumps–a meta-analysis. Accident Analysis & Prevention, (73), 200–208. DOI:10.1016/j.aap.2014.09.001
Santero, N.J., Masanet, E. & Horvath, A. (2011). Life-cycle assessment of pavements. Part I: Critical review. Resources, Conservation and Recycling, 55(9-10), 801–809. DOI:10.1016/j.resconrec.2011.03.010
Jiang, F., Ma, L., Broyd, T., Chen, W. & Luo, H. (2022). Building digital twins of existing highways using map data based on engineering expertise. Automation in Construction, (134), 104081. DOI:10.1016/j.autcon.2021.104081
Sjoberg, K., Andres, P., Buburuzan, T. & Brakemeier, A. (2017). Cooperative Intelligent Transport Systems in Europe: Current Deployment Status and Outlook. IEEE Vehicular Technology Magazine, 12(2), 89–97. DOI: 10.1109/MVT.2017.2670018
Kapskii, D.V., Kas'yanik, V.V., Kaptsevich, O.A., Mozalevskii D.V., Poznyak A.S., Katkov, A.V., … Volynets, A.F. (2019). Transportnoe modelirovanie i otsenka uslovii dorozhnogo dvizheniya s ispol'zovaniem navigatsionnoi informatsii. Minsk: Kapital Print. (In Russ.).
Bogdanovich, S.V. (2022). Kontseptsiya sozdaniya transportnoi informatsionno-servisnoi platformy na osnove tekhnologii in-terneta veshchei. Avtotraktorostroenie i avtomobil'nyi transport: sb. nauch. tr., V 2 t. Т. 2, 117–120. Minsk: BNTU. (In Russ.).
Wijnen, W. & Stipdonk, H. (2016). Social costs of road crashes: An international analysis. Accident Analysis & Prevention, (94), 97–106. DOI: 10.1016/j.aap.2016.05.005
Barth, M. & Boriboonsomsin, K. (2008). Real-World Carbon Dioxide Impacts of Traffic Congestion. Transportation Research Record: Journal of the Transportation Research Board, (2058), 163–171. DOI: 10.3141/2058-20
Shen, Y., Hermans, Е., Bao, Q., Brijs, Т., Wets, G. & Wang, W. (2015). International benchmarking of road safety: State of the art. Transportation Research Part C: Emerging Technologies, (50), (37–50). DOI: 10.1016/j.trc.2014.07.006
Most read articles by the same author(s)
- LIU YUWEI, D. SARAZHINSKY, D. KAPSKI, DEVELOPMENT AND APPLICATION OF FLEXIBLE CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF TRAFFIC OF ROUTE PASSENGER VEHICLES AT CONTROLLED INTERSECTIONS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 2 (2025)
- D. KAPSKI, D. KHODOSKIN, IMPROVING THE METHOD FOR CALCULATING POTENTIAL DANGEROUS IN THE CONFLICT ZONE FOR COMMON TRAFFIC FLOW THROUGH CLARIFICATION OF REDUCTION COEFFICIENTS FOR THE SEVERITY OF ROAD ACCIDENTS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 2 (2024)
- D. KAPSKI, D. MOZOLEVSKY, V. KUZMENKO, A. POLKHOVSKY’S, A. KORZOVA, N. KISILEVICH, N. ERMAKOVA, E. GORELIK, DECISION MAKING ON TRANSPORT PLANNING AND MAINTENANCE OF LARGE ROAD JUNCTIONS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 11 (2015)
- D. KAPSKI, D. MOZOLEVSKY, V. KUZMENKO, A. POLKHOVSKY’S, A. KORZOVA, N. KISILEVICH, N. ERMAKOVA, E. GORELIK, TRAFFIC MANAGEMENT WHEN CHANGING OBJECTS GRAVITY IN THE AREA OF VEHICLE ASSEMBLY FORMED BY MAIN STREETS CITYWIDE IMPORTANCE IN MINSK, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 11 (2015)
- D. KAPSKI, А. KUSTENKА, IDENTIFICATION OF SPEED POTENTIAL IN THE CONTEXT OF TRAM TRAFFIC EFFICIENCY, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 2 (2025)
- А. KUSTENKА, D. KAPSKI, IMPROVING THE EFFICIENCY OF URBAN TRANSPORT SYSTEMS WITH TRAM TRAFFIC: FROM MATHEMATICAL MODELS TO PRACTICAL SOLUTIONS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 2 (2026)
- А. KUSTENKO, D. KAPSKI, MATHEMATICAL FOUNDATIONS OF AUTONOMOUS TRAM MOVEMENT CONTROL IN MIXED URBAN TRAFFIC, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 3 (2026)
- A. KUSTENKO, D. KAPSKI, COMPARATIVE ANALYSIS OF TRAM STOP DESIGNS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 3 (2026)
- D. KAPSKI, S. BOGDANOVICH, METHODOLOGICAL IMPLICATIONS OF USING VEHICLES AS MOBILE SENSORS FOR TRAFFIC MONITORING, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 3 (2026)
- S. BOGDANOVICH, P. BALTRUKOVICH, FEATURES OF MODELING HUMAN ERRORS IN ROAD INFRASTRUCTURE MONITORING AND MANAGEMENT PROBLEMS FOR INTEGRATION INTO PREDICTIVE SAFETY SYSTEMS, Vestnik of Polotsk State University. Part B. Industry. Applied Sciences: No. 2 (2025)