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Simulation-based performance evaluation for smart road systems

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
With the growing integration of smart technologies in transportation, the study of roundabout operational efficiency and safety remains a pertinent research area. This paper presents a novel method for evaluating roundabout performance using simulation-based techniques. By analysing two roundabout case studies in Aimsun, the study explores the implications of increasing market penetration of cooperative, connected, and autonomous vehicles on traffic dynamics. The study involves processing geometric and traffic data, categorizing entry lane types, developing benchmark capacity functions, processing micro-simulator input data, and conducting sensitivity analysis for model calibration. The findings advance roundabout design and management in smart road systems and offer insights into the intersection of roundabout research and smart mobility solutions.
Rocznik
Tom
Strony
87--101
Opis fizyczny
Bibliogr. 22 poz.
Twórcy
autor
  • Department of Engineering, University of Palermo, Viale delle Scienze Ed. 8, 90128 Palermo, Italy
  • Faculty of Transport and Aviation Engineering, The Silesian University of Technology, Krasińskiego 8 Street, 40-019 Katowice, Poland
  • Department of Engineering, University of Palermo, Viale delle Scienze Ed. 8, 90128 Palermo, Italy. Email: marialuisa.tumminello01@unipa.it. ORCID: https://orcid.org/0000-0002-3109-2118
Bibliografia
  • 1. Anagnostopoulos Apostolos, Kehagia Fotini. 2020: ,,CAVs and roundabouts: Research on traffic impacts and design elements”. Transportation Research Procedia 49: 83-94. DOI: https://doi.org/10.1016/j.trpro.2020.09.008.
  • 2. Afonseca Andre, Sandra Rafael, Bandeira Jorge. 2023. ,,Impact of autonomous vehicles on air quality and energy efficiency of road traffic flows - a case study in an urban roundabout”. Transportation Research Procedia 72: 4018-4025. DOI: https://doi.org/10.1016/j.trpro.2023.11.377.
  • 3. National Academies of Sciences. Engineering. and Medicine. 2023. Guide for Roundabouts. Washington, DC: The National Academies Press. ISBN: 978-0-309-69840-5. DOI: https://doi.org/10.17226/27069.
  • 4. Brost Mascha, Deniz Özcan, Österle Ines, Ulrich Christian, Senzeybek Murat, Hahn Robert, Schmid Stephan. 2021. Energy consumption of connected and automated vehicles. In: Encyclopedia of Sustainability Science and Technology. Edited by Robert A. Meyers: 1-24. Springer, New York. ISBN: 978-1-4939-2493-6. DOI: https://doi.org/10.1007/978-1-4939-2493-6
  • 5. Elena Campi, Gianpero Mastinu, Giorcio Previati, Luca Studer, Lorenzo Uccello. 2014. ,,Roundabouts: Traffic Simulations of Connected and Automated Vehicles-A State of the Art”. IEEE Transactions on Intelligent Transportation Systems 25(5): 3305-3325. DOI: 10.1109/TITS.2023.3325000.
  • 6. Dong Fa Cao, Chuang Ye Hu, Ding Nan. 2022. ,,Design of Vehicle Profile for Autonomous Vehicles in Roundabouts used to improve Lane Change Strategy based on Multi-vehicle Collaboration”. In: 2022 IEEE International Conference on Smart Internet of Things (SmartIoT): 130-135. 19-21 August 2022, Suzhou, China. ISBN: 978-80-7043-987-6. DOI: 10.1109/SmartIoT55134.2022.00029.
  • 7. Sharma Anshuman, Zheng Zuduo. 2021. Connected and automated vehicles: opportunities and challenges for transportation systems, smart cities, and societies. In Automating cities. Advances in 21st Century Human Settlements, edited by Brydon T. Wang, C.M. Wang: 273-296. Singapore: Springer. ISBN: 978-981-15-8669-9.
  • 8. Minghao Shen, Robert Augustin Dollar, Tamas Molnar, Chaozhe He, Ardalan Vahidi, Gabor Orosz. 2024. ,,Energy-Efficient Reactive and Predictive Connected Cruise Control”. IEEE Transactions on Intelligent Vehicles 9(1): 944-957. DOI: 10.1109/TIV.2023.3281763.
  • 9. Pompigna Andrea, Mauro Raffaele. 2022. Smart roads: ,,A state of the art of highways innovations in the Smart Age. Engineering Science and Technology”. Engineering Science and Technology, an International Journal 25: 1-15. Paper ID: 100986. DOI: https://doi.org/10.1016/j.jestch.2021.04.005.
  • 10. Deveaux Duncan, Higuchi Takamasa, Uçar Seyhan, Härri Jerome, Altintas Onur. 2024. ,,Role of context in determining transfer of risk knowledge in roundabouts”. Computer Communications 213: 111-134. DOI: https://doi.org/10.1016/j.comcom.2023.10.016.
  • 11. Gettman Douglas, Pu Lili, Sayed Tarek, Shelby Steve. 2008. Surrogate Safety Assessment Model and Validation: Final Report No. FHWA-HRT-08-051. Washington, Federal Highway Administration, USA.
  • 12. Guerrieri Marco. 2023. ,,A theoretical model for evaluating the impact of connected and autonomous vehicles on the operational performance of turbo roundabouts”. International Journal of Transportation Science and Technology 14: 202-218. DOI: https://doi.org/10.1016/j.ijtst.2023.05.001.
  • 13. Petrov Tibor, Finkelberg Ilya, Počta Peter, Buzna Luboś, Zarkhin Nina, Gal-Tzur Ayelet, Toledo Tomer. 2024. ,,An analytical approach to the estimation of vehicular communication reliability for intersection control applications”. Vehicular Communications 45: 1-14. DOI: https://doi.org/10.1016/j.vehcom.2023.100693.
  • 14. Zihao Li, Shuaijie Li, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Onur Altintas, Ziran Wang. 2024. ,,Digital Twin-Based Cooperative Driving at Roundabouts for Connected and Automated Vehicles”. In: 2024 Forum for Innovative Sustainable Transportation Systems (FISTS): 1-6. Riverside, CA, USA, 26-28 February 2024, Riverside, CA, USA. ISBN: 979-8-3503-7066-9. DOI: 10.1109/FISTS60717.2024.10485543.
  • 15. Li Li, Zai Zhang, Zhi-Gang Xu, Wen-Chen Yang, Qing-Chang Lu. 2024. ,,The role of traffic conflicts in roundabout safety evaluation: A review”. Accident Analysis & Prevention 196: 1-21. DOI: https://doi.org/10.1016/j.aap.2023.107430.
  • 16. Oguz Tengilimoglu, Olivier Carsten, Zia Wadud. 2023. ,,Infrastructure requirements for the safe operation of automated vehicles: Opinions from experts and stakeholders”. Transport Policy 133: 209-222. DOI: https://doi.org/10.1016/j.tranpol.2023.02.001.
  • 17. Barceló Jaume. 2010. Fundamentals of Traffic Simulation. London: Springer. ISBN: 978-1-4419-6141-9. DOI: https://doi.org/10.1007/978-1-4419-6142-6.
  • 18. National Academies of Sciences, Engineering, and Medicine. 2022. Highway Capacity Manual 7th Edition: A Guide for Multimodal Mobility Analysis. Washington, DC: The National Academies Press. ISBN: 978-0-309-08766-7. DOI: https://doi.org/10.17226/26432.
  • 19. Aimsun. 2020. Aimsun Next. Version 20.0.3. Dynamic Simulator User Manual. Barcelona, Transport Simulation Systems.
  • 20. Minister of Infrastructure and Transport. 2006. Functional and geometric standards for the construction of road interchanges and intersections. Italy, Minister of Infrastructure and Transport.
  • 21. Renan Santos Maia, Ramez M Hajj, Flavio Jose Craveiro Cunto, Veronica Teixeira Franco Castelo Branco. 2024. ,,Safety-oriented urban pavement design and evaluation: integrating microscopic simulation and tyre-pavement friction”. International Journal of Pavement Engineering 25(1): 1-17. Paper ID: 2345138. DOI: https://doi.org/10.1080/10298436.2024.2345138.
  • 22. Hamsa Abbas Zubaidi, Jason C. Anderson, Salvador Hernandez. 2020. ,,Understanding roundabout safety through the application of advanced econometric techniques”. International Journal of Transportation Science and Technology 9(4): 309-321. DOI: https://doi.org/10.1016/j.ijtst.2020.03.001.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-b413b0f3-e8ab-4b08-9ec7-d699fb49bd9b
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