Assessment of vehicle emissions at roundabouts: a comparative study of PEMS data and microscale emission model

Authors

DOI:

https://doi.org/10.5604/01.3001.0015.9926

Keywords:

vehicle emissions, roundabouts, emission modeling, Portable Emission Measurement System, PEMS, transport system, private transport

Abstract

Energy efficiency has a central role to play in achieving decarbonisation targets in the transport system by changing the demand for mobility (eg. by influencing on peoples behaviors) and improving the performance of the fleet. In recent years there has been an increase of use of private transport, partly due to the recent pandemic and the reduced choice of public transport. People's travel habits have changed in frequency and motivation due to the reduced number of seats on public transport, due to social distancing but also due to online education and teleworking. This increase of use private cars has led to an increase in environmental emissions as a result of the high proportion of vehicles with combustion engines in urban areas. The highest concentrations have been recorded at road intersections and in particular at roundabout configurations where there is a higher number of stop-and-go's overall. The increasing importance of air pollution from vehicle traffic has suggested that environmental considerations should be added to these aspects as a criterion for intersection design. Several studies in the literature analyze the environmental emissions generated by vehicle traffic using different methods such as on-site recording, mathematical modeling of dispersion phenomena, micro-simulation of vehicle traffic, use of appropriately equipped vehicles with sensors. This paper presents a comparison between the results obtained from the Portable Emission Measurement System (PEMS) and the results obtained from the VERSIT+ emission model. Specifically, using a Portable Emission Measurement Systems (PEMS) installed on a series of test cars, instantaneous CO2 and NOX emissions were measured on repeated trips along two-lane roundabout intersections. The study was carried out by examining a selected two-lane roundabout in the city of Rzeszow (Poland) using 9 different vehicles fueled by petrol, diesel, and LPG. The results show that the investigated VERSIT+ emission model used led to an inaccuracies in the calculation of CO2 and NOx emissions. Furthermore, current micro-scale emission models may not estimate emissions of harmful exhaust components with sufficient accuracy due to the specificities of roundabout driving. Therefore, there is a strong demand for the development of new emission models, adapted to the driving behavior of drivers appropriate for different infrastructure objects such as roundabouts.

References

Ahac, S., Dragčević, V. (2021). Geometric Design of Suburban Roundabouts. Encyclopedia, 1, 720-743, DOI:10.3390/encyclopedia1030056.

Ahn, K., Rakha, H., Trani, A., Van Aerde, M. (2002). Estimating vehicle fuel consumption and emissions based on instantaneous speed and acceleration levels. Journal of Transportation Engineering 128(2), 182-190.

Andrych-Zalewska, M., Chlopek, Z., Merkisz, J., Pielecha, J. (2021). Research on Exhaust Emissions in Dynamic Operating States of a Combustion Engine in a Real Driving Emissions Test. Energies, 14, 5684, DOI:- 10.3390/en14185684.

Barbarossa, L. (2020). The post pandemic city: challenges and opportunities for a non-motorized urban environment. An overview of Italian cases. Sustainability, 12(17), 7172.

Barth, M., Scora, G. (2006). Comprehensive modal emissions model (CMEM), User‟s Guide, Version 3.01. University of California, Riverside.

Bebkiewicz, K., Chłopek, Z., Sar, H., Szczepański, K., Zimakowska-Laskowska, M. (2021). Assessment of impact of vehicle traffic conditions: urban, rural and highway, on the results of pollutant emissions inventory. Archives of Transport, 60(4), 57-69, DOI: 10.5604/01.3001.0015.5477.

Campisi, T., Basbas, S., Skoufas, A., Akgün, N., Ticali, D., & Tesoriere, G. (2020). The impact of COVID-19 pandemic on the resilience of sustainable mobility in Sicily. Sustainability, 12(21), 8829.

Campisi, T., Garau, C., Ignaccolo, M., Coni, M., Canale, A., Inturri, G., & Torrisi, V. (2021). A New Vision on Smart and Resilient Urban Mobility in the Aftermath of the Pandemic: Key Factors on European Transport Policies. In International Conference on Computational Science and Its Applications (pp. 603-618). Springer, Cham.

Czerwinski, J., Zimmerli, Y., Comte, P., Bütler, T. (2016). Experiences and results with different PEMS. J. Earth Sci. Geotech. Eng. 6, 91-106.

de Vet, J. M., Nigohosyan, D., Ferrer, J. N., Gross, A. K., Kuehl, S., & Flickenschild, M. (2021). Impacts of the COVID-19 pandemic on EU industries. European Parliament.

Deluka Tibljaš, A., Giuffrè, T., Surdonja, S., Trubia, S. (2018). Introduction of Autonomous Vehicles: Roundabouts Design and Safety Performance Evaluation. Sustainability, 10, 1060, DOI: 10.3390/su10041060.

El-Shawarby, I., Ahn, K., Rakha, H. (2005). Comparative Field Evaluation of Vehicle Cruise Speed and Acceleration Level Impacts on Hot Stabilized Emissions. Transportation Research Part D, 10 (1), 13–30.

Fortuijn, L. (2009). Turbo roundabouts: design principles and safety performance. Transp. Res. Rec. J. Transp. Res. Board 2096, 16–24.

Frey, H.C., Rouphail, N.M., Zhai, H. (2006). Speed-and facility-specific emission estimates for on-road light-duty vehicles on the basis of real-world speed profiles. Transportation Research Record: Journal of the Transportation Research Board 1987(-1), 128-137.

Gastaldi, M. (2017). On-road measurement of CO2 vehicle emissions under alternative forms of intersection control. Transportation Research Procedia 27.

Giechaskiel, B., Vlachos, T., Riccobono, F., Forni, F., Colombo, R., Montigny, F., Weiss, M. (2016). Implementation of portable emissions measurement systems (PEMS) for the real-driving emissions (RDE) regulation in Europe. Journal of visualized experiments: JoVE, (118).

Gis, W., Gis, M., Pielecha, J., Skobiej, K. (2021). Alternative Exhaust Emission Factors from Vehicles in On-Road Driving Tests. Energies, 14, 3487, DOI:10.3390/en14123487.

Giuffre, O., Guerrieri, M., Grana, A. (2009). Evaluating capacity and efficiency of turbo roundabouts. Transportation Research Board 88th Annual Meeting, Washington.

Giuffrè, O., Granà, A., Marino, S. (2012). Turbo-roundabouts vs Roundabouts Performance Level. Procedia - Social and Behavioral Sciences no. 53:590-600.

Izdebski, M., Jacyna, M. (2021). An Efficient Hybrid Algorithm for Energy Expenditure Estimation for Electric Vehicles in Urban Service Enterprises. Energies, 14, 2004, DOI:10.3390/ en14072004.

Jacyna, M., Żochowska, R., Sobota, A., Wasiak, M. (2021). Scenario Analyses of Exhaust Emissions Reduction through the Introduction of Electric Vehicles into the City. Energies, 14, 2030, DOI:10.3390/en14072030.

Ligtering, N., Lange, R. (2012). Refined vehicle and driving-behavious dependencies in the VERSIT+ emission model. Environment&Transport.

Liu, et al. (2017). Characterizing the Relation-ship between Carbon Dioxide Emissions and Vehicle Operating Modes on Roundabouts -A Pilot Test in a Single Lane Entry Roundabout. Environ Pollut Climate Change.

Lv, Z., Yang, L., Wu, L., Peng, J., Zhang, Q., Sun, M., Mao, H., Min, J. (2022) Comprehensive Analysis of the Pollutant Characteristics of Gasoline Vehicle Emissions under Different Engine, Fuel, and Test Cycles. Energies, 15, 622, DOI:10.3390/en15020622.

Macioszek, E. (2015). The roads safety at roundabouts in Poland. The Archives of Transport, 33(1), 57, DOI:10.5604/08669546. 1160927.

Mądziel, M., Campisi, T., Jaworski, A., Kuszewski, H., Woś, P. 2021b. Assessing Vehicle Emissions from a Multi-Lane to Turbo Round-about Conversion Using a Microsimulation Tool. Energies, 14, 4399, DOI:10.3390/en14 154399.

Mądziel, M., Campisi, T., Jaworski, A., Tesoriere, G. (2021). The Development of Strategies to Reduce Exhaust Emissions from Passenger Cars in Rzeszow City-Poland. A Preliminary Assessment of the Results Produced by the Increase of E-Fleet. Energies, 14, 1046, DOI:10.3390/en14041046.

Mądziel, M., Jaworski, A., Kuszewski, H., Woś, P., Campisi, T., Lew, K. (2022). The Development of CO2 Instantaneous Emission Model of Full Hybrid Vehicle with the Use of Machine Learning Techniques. Energies, 15, 142, DOI:10.3390/en15010142.

Mauro, R., Cattani, M. (2010). Potential accident rate of turbo-roundabouts. Proceedings of 4th International Symposiumon Highway Geometric Design Valencia, Spain: Transportation Research Board.

Meneguzzer, C. (2017). Comparison of exhaust emissions at intersections under traffic signal versus roundabout control using an instrumented vehicle. Transportation Research Procedia 25.

Ntziachristos, L., Gkatzoflias, D., Kouridis, C., Samaras, Z. (2009). COPERT: A European Road Transport Emission Inventory Model. In: Athanasiadis I.N., Rizzoli A.E., Mitkas P.A., Gómez J.M. (eds) Information Technologies in Environmental Engineering. Environmental Science and Engineering. Springer, Berlin, Heidelberg, DOI:10.1007/978-3-540-88351-7-37.

Pielecha, J., Skobiej, K. (2020). Evaluation of ecological extremes of vehicles in road emission tests. Archives of Transport, 56(4), 33-46, DOI: 10.5604/01.3001.0014.5516.

Qi, Y., Teng, H., Yu, L. (2004). Microscale Emission Models Incorporating Acceleration and Deceleration. Journal of Transportation Engineering 130(3), 348-359.

Rakha, H.A., Ahn, K., Moran, K., Saerens, B., Bulck, E.V.d. (2011). Virginia Tech Comprehensive Power-Based Fuel Consumption Model: Model development and testing. Transportation Research Part D: Transport and Environment 16(7), 492-503.

Severino, A., Pappalardo, G., Curto, S., Trubia, S., Olayode, I.O. (2021). Safety Evaluation of Flower Roundabout Considering Autonomous Vehicles Operation. Sustainability, 13, 10120, DOI: 10.3390/su131810120.

Sierpiński, G. (2012). Theoretical Model and Activities to Change the Modal Split of Traffic. In: Mikulski, J. (ed.) TST 2012. CCIS, vol. 329, pp. 45-51. Springer, Heidelberg.

Smit, R., Smokers, R., Rabe, E. (2008) A new modelling approach for road traffic emissions: VERSIT+. Trasportation research part D, 412-422.

Smit, R., Smokers, R., Shoen, E., Hensema, A. (2006). A new modelling approach for road traffic emissions: VERSIT+ LD – background and methodology. Report 06.ORPT.016.1/RS, The Hague. TNO Science and Industry.

Szałek, A., Pielecha, I., Cieslik, W. (2021). Fuel Cell Electric Vehicle (FCEV) Energy Flow Analysis in Real Driving Conditions (RDC). Energies, 14, 5018, DOI: 10.3390/en14165018.

Tarasi, D., Daras, T., Tournaki, S., & Tsoutsos, T. (2021). Transportation in the mediterranean during the COVID-19 pandemic era. Global Transitions, 3, 55-71.

The website of the Polish Local Data Bank. (2020).Available: https://bdl.stat.gov.pl. [Accessed: 21 Dec 2021].

Tollazzi, T., Renčelj, M. (2014). Comparative analyse of the two new alternative types of roundabouts – turbo and flower roundabout. Balt. J. Road Bridge Eng.

Varella, R. A., Giechaskiel, B., Sousa, L., & Duarte, G. (2018). Comparison of portable emissions measurement systems (PEMS) with laboratory grade equipment. Applied Sciences, 8(9), 1633.

Varhelyi, A. (2002). The effects of small roundabouts on emissions and fuel consumption: a case study. Transportation Research Part D.

Vasconcelos, L., Ana B. Silva, Álvaro M. Seco, P. Fernandes, Margarida C. Coelho. (2014). Turboroundabouts: Multicriterion Assessment of Intersection Capacity, Safety, and Emissions. Transportation Research Record: Journal of the Transportation Research Board no. 2402 (-1):28-37.

Weiss, M. (2011). On-road emissions of light-duty vehicles in Europe. Environ. Sci. Technol. 45.

Wu, Y., Zhu, F. (2021). Junction Management for Connected and Automated Vehicles: Intersection or Roundabout? Sustainability, 13, 9482, DOI:10.3390/su13169482.

Ximinis, J., Massaguer, A., Massaguer, E. (2022). NOx Emissions below the Prospective EURO VII Limit on a Retrofitted Heavy-Duty Vehicle. Appl. Sci. 12, 1189, DOI:10.3390/app12031189.

Zhu, S., (2014). Development of vehicle emission models for Australian conditions. Doctoral thesis, The University of Queensland, Australia.

Campisi, T., Canale, A., Ticali, D., & Tesoriere, G. (2021, March). Innovative solutions for sustainable mobility in areas of weak demand. Some factors influencing the implementation of the DRT system in Enna (Italy). In AIP Conference Proceedings (Vol. 2343, No. 1, p. 090005). AIP Publishing LLC.

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Published

2022-09-30 — Updated on 2024-02-28

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Mądziel, M., & Campisi, T. (2024). Assessment of vehicle emissions at roundabouts: a comparative study of PEMS data and microscale emission model. Archives of Transport, 63(3), 35-51. https://doi.org/10.5604/01.3001.0015.9926

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