Share:


Reducing CO2 emissions by improving road design: a driving simulator study

Abstract

In the last decade, the causes of Greenhouse Gas (GHG) emissions were widely studied, to delete or, at least, mitigate them. In the road context, as reasonable, greater importance was assigned to the vehicles, since huge traffic flows, including high percentages of trucks, determine negative impacts on the environment. On the contrary, the role of the road infrastructure has always been considered marginal. It was thought as a functional element on which the traffic flows move, without evaluating the role of its geometrical characteristics on exhaust gas emissions. The proposed research aims to verify whether some road features, related to its horizontal geometry, influence the carbon dioxide production of vehicles or, on the contrary, if it is not sensitive to the different geometrical compositions. A driving simulator gives the opportunity to calculate the emissions from fuel consumption data, in turn, calculated through the engine mapping of an ordinary vehicle. The proposed procedure may be easily applied to any road context and may represent a further checking element for the infrastructure efficiency, in terms of environmental impacts. The results, derived from a test phase in a simulated environment and obtained using 3 different one-way ANOVAs, allowed the authors to define some interesting conclusions. The trend of the carbon dioxide function depends on curve radius and lengths and on tangent length; therefore, an opportune alignment design can effectively contribute to control emission values. The experiments confirmed that designing a consistent road is fundamental, but this cannot be deduced by traditional literature models.

Keyword : environmental impact, fuel consumption, simulation, sustainable transport, road, emissions, CO2

How to Cite
Bosurgi, G., Marra, S., Pellegrino, O., & Sollazzo, G. (2025). Reducing CO2 emissions by improving road design: a driving simulator study. Transport, 40(1), 1–11. https://doi.org/10.3846/transport.2025.23228
Published in Issue
Feb 14, 2025
Abstract Views
79
PDF Downloads
45
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

References

AASHTO. 2018. A Policy on Geometric Design of Highways and Streets. 7th edition. American Association of State Highway and Transportation Officials (AASHTO), Washington, DC, US. 82 p.

Abo-Qudais, S.; Qdais, H. A. 2005. Performance evaluation of vehicles emissions prediction models, Clean Technologies and Environmental Policy 7(4): 279–284. https://doi.org/10.1007/s10098-005-0279-x

Agarwal, A. K., Mustafi, N. N. 2021. Real-world automotive emissions: monitoring methodologies, and control measures, Renewable and Sustainable Energy Reviews 137: 110624. https://doi.org/10.1016/j.rser.2020.110624

Bassani, M.; Catani, L.; Salussolia, A.; Yang, C. Y. D. 2019. A driving simulation study to examine the impact of available sight distance on driver behavior along rural highways, Accident Analysis & Prevention 131: 200–212. https://doi.org/10.1016/j.aap.2019.07.003

Boriboonsomsin, K.; Barth, M. 2009. Impacts of road grade on fuel consumption and carbon dioxide emissions evidenced by use of advanced navigation systems, Transportation Research Record: Journal of the Transportation Research Board 2139: 21–30. https://doi.org/10.3141/2139-03

Chen, Z.; Yang, C.; Chen, A. 2014. Estimating fuel consumption and emissions based on reconstructed vehicle trajectories, Journal of Advanced Transportation 48(6): 627–641. https://doi.org/10.1002/atr.1215

Dolge, K.; Blumberga, D. 2021. Economic growth in contrast to GHG emission reduction measures in green deal context, Ecological Indicators 130: 108153. https://doi.org/10.1016/j.ecolind.2021.108153

EPA. 2010. Motor Vehicle Emission Simulator (MOVES) 2010: User Guide. Report No EPA-420-B-09-041. US Environmental Protection Agency (EPA). 150 p.

Franzitta, V.; Longo, S.; Sollazzo, G.; Cellura, M.; Celauro, C. 2020. Primary data collection and environmental/energy audit of hot mix asphalt production, Energies 13(8): 2045. https://doi.org/10.3390/en13082045

Heinold, A.; Meisel, F. 2018. Emission rates of intermodal rail/road and road-only transportation in Europe: a comprehensive simulation study, Transportation Research Part D: Transport and Environment 65: 421–437. https://doi.org/10.1016/j.trd.2018.09.003

Huang, J.; Wang, L.; Siddik, A. B.; Abdul-Samad, Z.; Bhardwaj, A.; Singh, B. 2023. Forecasting GHG emissions for environmental protection with energy consumption reduction from renewable sources: a sustainable environmental system, Ecological Modelling 475: 110181. https://doi.org/10.1016/j.ecolmodel.2022.110181

Hulail, Z. A.; Ayob, A.; Omar, W. M. S. B. W. 2016. Carbon footprint of road pavement rehabilitation: case study in Sungai Petani, Kedah, International Journal of Applied Environmental Sciences 11(5): 1285–1302. Available from Internet: https://www.ripublication.com/ijaes16/ijaesv11n5_14.pdf

Kan, Z.; Tang, L.; Kwan, M.-P.; Zhang, X. 2018. Estimating vehicle fuel consumption and emissions using GPS big data, International Journal of Environmental Research and Public Health 15(4): 566. https://doi.org/10.3390/ijerph15040566

Kazancoglu, Y.; Ozbiltekin-Pala, M.; Özkan-Özen, Y. D. 2021. Prediction and evaluation of greenhouse gas emissions for sustainable road transport within Europe, Sustainable Cities and Society 70: 102924. https://doi.org/10.1016/j.scs.2021.102924

Ko, M.; Lord, D.; Zietsman, J. 2012. Environmentally conscious highway design for crest vertical curves, Transportation Research Record: Journal of the Transportation Research Board 2270: 96–106. https://doi.org/10.3141/2270-12

Ko, M.; Lord, D.; Zietsman, J. 2013. Environmentally conscious highway design for vertical grades, Transportation Research Record: Journal of the Transportation Research Board 2341: 53–65. https://doi.org/10.3141/2341-06

Labi, S. 2014. Introduction to Civil Engineering Systems: a Systems Perspective to the Development of Civil Engineering Facilities. 1056 p. Wiley.

Lamm, R.; Choueiri, E. M.; Hayward, J. C.; Paluri, A. 1988. Possible design procedure to promote design consistency in highway geometric design on two-lane rural roads, Transportation Research Record 1195: 111–122.

Li, Y.; Lv, C.; Yang, N.; Liu, H.; Liu, Z. 2020. A study of high temporal-spatial resolution greenhouse gas emissions inventory for on-road vehicles based on traffic speed-flow model: a case of Beijing, Journal of Cleaner Production 277: 122419. https://doi.org/10.1016/j.jclepro.2020.122419

Llopis-Castelló, D.; Camacho-Torregrosa, F. J.; García, A. 2019. Analysis of the influence of geometric design consistency on vehicle CO2 emissions, Transportation Research Part D: Transport and Environment 69: 40–50. https://doi.org/10.1016/j.trd.2019.01.029

Llopis-Castelló, D.; Camacho-Torregrosa, F. J.; García, A. 2018a. Development of a global inertial consistency model to assess road safety on Spanish two-lane rural roads, Accident Analysis & Prevention 119: 138–148. https://doi.org/10.1016/j.aap.2018.07.018

Llopis-Castelló, D.; Pérez-Zuriaga, A. M.; Camacho-Torregrosa, F. J.; García, A. 2018b. Impact of horizontal geometric design of two-lane rural roads on vehicle CO2 emissions, Transportation Research Part D: Transport and Environment 59: 46–57. https://doi.org/10.1016/j.trd.2017.12.020

Luo, X.; Dong, L.; Dou, Y.; Zhang, N.; Ren, J.; Li, Y.; Sun, L.; Yao, S. 2017. Analysis on spatial-temporal features of taxis’ emissions from big data informed travel patterns: a case of Shanghai, China, Journal of Cleaner Production 142: 926–935. https://doi.org/10.1016/j.jclepro.2016.05.161

Ma, F.; Sha, A.; Lin, R.; Huang, Y.; Wang, C. 2016. Greenhouse gas emissions from asphalt pavement construction: a case study in China, International Journal of Environmental Research on Public Health 13(3): 351. https://doi.org/10.3390/ijerph13030351

Mateo Pla, M. A.; Lorenzo-Sáez, E.; Luzuriaga, J. E.; Mira Prats, S.; Moreno-Pérez, J. A.; Urchueguía, J. F.; Oliver-Villanueva, J.-V.; Lemus, L. G. 2021. From traffic data to GHG emissions: a novel bottom-up methodology and its application to Valencia city, Sustainable Cities and Society 66: 102643. https://doi.org/10.1016/j.scs.2020.102643

MIT. 2001. Norme funzionali e geometriche per la costruzione delle strade. Decreto Ministeriale protocollo 6792 del 05/11/2001. Ministero delle Infrastrutture e dei Trasporti (MIT), Italia. (in Italian).

Muslim, N. H.; Keyvanfar, A.; Shafaghat, A.; Abdullahi, M. M.; Khorami, M. 2018. Green driver: travel behaviors revisited on fuel saving and less emission, Sustainability 10(2): 325. https://doi.org/10.3390/su10020325

Nobili, F.; Bella, F.; Llopis-Castelló, D.; Camacho-Torregrosa, F. J.; García, A. 2019. Environmental effects of road geometric and operational features, Transportation Research Procedia 37: 385–392. https://doi.org/10.1016/j.trpro.2018.12.207

Ntziachristos, L.; Samaras, Z. 2000. COPERT III: Computer Programme to Calculate Emissions from Road Transport. Methodology and Emission Factors (Version 2.1). Technical Report No 49. European Environment Agency (EEA). 86 p. Available from Internet: https://www.eea.europa.eu/publications/Technical_report_No_49/file

Nyhan, M.; Sobolevsky, S.; Kang, C.; Robinson, P.; Corti, A.; Szell, M.; Streets, D.; Lu, Z.; Britter, R.; Barrett, S. R. H.; Ratti, C. 2016. Predicting vehicular emissions in high spatial resolution using pervasively measured transportation data and microscopic emissions model, Atmospheric Environment 140: 352–363. https://doi.org/10.1016/j.atmosenv.2016.06.018

Park, S.; Rakha, H. 2006. Energy and environmental impacts of roadway grades, Transportation Research Record: Journal of the Transportation Research Board 1987: 148–160. https://doi.org/10.3141/1987-16

Seo, Y.; Kim, S.-M. 2013. Estimation of greenhouse gas emissions from road traffic: a case study in Korea, Renewable and Sustainable Energy Reviews 28: 777–787. https://doi.org/10.1016/j.rser.2013.08.016

Sollazzo, G.; Longo, S.; Cellura, M.; Celauro, C. 2020. Impact analysis using life cycle assessment of asphalt production from primary data, Sustainability 12(24): 10171. https://doi.org/10.3390/su122410171

Vallamsundar, S.; Lin, J. 2011. MOVES versus MOBILE: comparison of greenhouse gas and criterion pollutant emissions, Transportation Research Record: Journal of the Transportation Research Board 2233: 27–35. https://doi.org/10.3141/2233-04