Technical Papers
Jul 8, 2020

Methodology to Estimate Road Grade Effects on Consumption and Emissions from a Light Commercial Vehicle Running on the WLTC Cycle

Publication: Journal of Energy Engineering
Volume 146, Issue 5

Abstract

A novel methodology is suggested in this study, with the aim of assessing the impact of the road grade on a vehicle’s performance and emissions. This methodology consists of creating multiple sinusoidal elevation profiles that simulate a vehicle trip between consecutive peaks and valleys with the total net elevation being zero. A light commercial vehicle is considered, powered by a turbocharged diesel engine, and the baseline trip is the worldwide harmonized light-duty vehicles test cycle (WLTC). A detailed engine-mapping approach is used as the basis for the results, with experimentally derived correction coefficients applied to account for engine transient operation. Engine-out NO and soot are the examined pollutants, as well as fuel, energy consumption, and CO2 emissions. Results from this study show that there is a noteworthy increase in emissions, even for a zero net elevation trip, with the magnitude of this increase being proportional to the trip root mean square (RMS) grade. For the engine/vehicle studied, higher RMS grade values (approximately 5%) result in a 3.5% increase in fueling/CO2 emissions, 5.6% increase in NO emissions, and 7.9% increase in soot emissions; on the other hand, lower RMS grade values (approximately 2%) have fueling/CO2 emissions remaining practically unchanged but still showcase a slight increase in NO and soot emissions (1.8% and 2.6%, respectively).

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Data Availability Statement

Some data that support the findings of this study are available from the corresponding author upon reasonable request.

References

AASHTO. 2018. A policy of geometric design of highways and streets. 7th ed. Washington, DC: AASHTO.
Armas, O., R. Garcia-Contreras, A. Ramos, and A. Lopez. 2015. “Impact of animal fat biodiesel, GTL and HVO fuels on combustion performance and pollutant emissions of a light-duty diesel vehicle studied under the NEDC.” J. Energy Eng. 141 (2): C4014009. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000237.
Bishop, J. D. K., M. E. J. Stettler, N. Molden, and A. M. Boies. 2016. “Engine maps of fuel use and emissions from transient driving cycles.” Appl. Energy 183 (Dec): 202–217. https://doi.org/10.1016/j.apenergy.2016.08.175.
Boriboonsomsin, K., and M. Barth. 2009. “Impact of road grade on fuel consumption and carbon dioxide emissions evidenced by the use of advanced navigation systems.” Transp. Res. Rec. 2139 (1): 21–30. https://doi.org/10.3141/2139-03.
Costagliola, M. A., M. Costabile, and M. V. Prati. 2018. “Impact of road grade on real driving emissions of two Euro 5 diesel vehicles.” Appl. Energy 231 (Dec): 586–593. https://doi.org/10.1016/j.apenergy.2018.09.108.
Delorme, A., D. Karbowski, and P. Sharer. 2009. Evaluation of fuel consumption potential of medium and heavy-duty vehicles through modelling and simulation. Argonne, IL: Argonne National Laboratory.
Fontaras, G., N. G. Zacharof, and B. Ciuffo. 2017. “Fuel consumption and CO2 emissions from passenger cars in Europe—Laboratory versus real-world emissions.” Prog. Energy Combust. Sci. 60 (May): 97–131. https://doi.org/10.1016/j.pecs.2016.12.004.
Gallus, J., U. Kirchner, R. Vogt, and T. Benter. 2017. “Impact of driving style and road grade on gaseous emissions of passenger vehicles, measured by a portable emissions measurement system (PEMS).” Transp. Res. Part D: Transp. Environ. 52 (May): 215–226. https://doi.org/10.1016/j.trd.2017.03.011.
Giakoumis, E. G. 2017. Driving and engine cycles. Cham, Switzerland: Springer.
Giakoumis, E. G., and A. Alysandratou. 2016. “Performance and emissions of a heavy-duty truck during the UDDS driving cycle—Simulation analysis.” J. Energy Eng. 142 (2): E4015011. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000320.
Giakoumis, E. G., and S. C. Lioutas. 2010. “Diesel-engined vehicle nitric oxide and soot emissions during the European light-duty driving cycle using a transient mapping approach.” Transp. Res. Part D: Transp. Environ. 15 (3): 134–143. https://doi.org/10.1016/j.trd.2009.12.003.
Giakoumis, E. G., C. D. Rakopoulos, and D. C. Rakopoulos. 2014. “An assessment of NOx emissions during transient diesel engine operation with biodiesel blends.” J. Energy Eng. 140 (3): A4014004. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000136.
Giakoumis, E. G., and A. T. Zachiotis. 2017. “Investigation of a diesel-engined vehicle’s performance and emissions during the WLTC driving cycle—Comparison with the NEDC.” Energies 10 (2): 240. https://doi.org/10.3390/en10020240.
Gillespie, T. D. 1992. Fundamentals of vehicle dynamics. Warrendale, PA: Society of Automotive Engineers.
Global Technical Regulation. 2014. Worldwide harmonized light vehicles test procedure. Geneva: UNECE.
Heisler, H. 2002. Advanced vehicle technology. 2nd ed. Oxford, UK: Butterworth Heineman.
Heywood, J. B. 1988. Internal combustion engine fundamentals. New York: McGraw-Hill.
Horlock, J. H., and D. E. Winterbone, eds. 1986. Vol. 2 of The thermodynamics and gas dynamics of internal combustion engines. Oxford, UK: Clarendon Press.
Jazar, R. N. 2017. Vehicle dynamics, theory and application. 3rd ed. Cham, Switzerland: Springer.
Jiang, Q., and J. H. Van Gerpen. 1992. Prediction of diesel engine particulate emission during transient cycles. Warrendale, PA: Society of Automotive Engineers.
Joubert, W. J. 2017. “Multi-agent model of route choice when vehicles are sensitive to road grade.” Procedia Comput. Sci. 109C: 869–874. https://doi.org/10.1016/j.procs.2017.05.402.
Kung, L., T. Butler, G. Georges, and K. Boulouchos. 2019. “How much energy does a car need on the road?” Appl. Energy 256 (Dec): 113948. https://doi.org/10.1016/j.apenergy.2019.113948.
Lopp, S., E. Wood, and A. Duran. 2015. Evaluating the impact of road grade on simulated commercial vehicle fuel economy using real-world drive cycles. Warrendale, PA: Society of Automotive Engineers.
Lucas, G. G. 1986. Road vehicle performance: Methods of measurement and calculation. New York: Gordon and Breach.
Michelin. 2003. The tyre rolling resistance and fuel savings. Clermont-Ferrand, France: Société de Technologie Michelin.
Mock, P., and F. Cuenot. 2017. Real-driving emissions test procedure for exhaust gas pollutant emissions of cars and light commercial vehicles in Europe. Washington, DC: International Council on Clean Transportation.
Padula, S. M. 2006. “Tire load capacity.” Chap. 5 in The pneumatic tire. Washington, DC: DOT.
Qiu, J., C. Pan, X. Mu, and M. Zhou. 2017. “Design and simulation of an electronically controlled single-cylinder diesel engine to lower emissions.” J. Energy Eng. 143 (5): 04017024. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000453.
Rakopoulos, C. D., A. M. Dimaratos, E. G. Giakoumis, and M. S. Peckham. 2010. Experimental assessment of turbocharged diesel engine transient emissions during acceleration, load change and starting. Warrendale, PA: Society of Automotive Engineers.
Rakopoulos, C. D., and E. G. Giakoumis. 2009. Diesel engine transient operation. London: Springer.
Rhyne, T. B. 2005. “Development of a vertical stiffness relationship for belted radial tires.” Tire Sci. Technol. 33 (3): 136–155. https://doi.org/10.2346/1.2174340.
Watson, N., and M. S. Janota. 1982. Turbocharging the internal combustion engine. London: McMillan.
Windsor, S. 2014. “Real world drag coefficient—Is it wind averaged drag?” In Proc., Int. Vehicle Aerodynamics Conf. London: IMECHE.
Wong, J. Y. 2001. Theory of ground vehicles. 3rd ed. New York: Wiley.
Wyatt, D. W., H. Li, and E. Tate. 2014. “The impact of road grade on carbon dioxide (CO2) emissions of a passenger vehicle in real-world driving.” Transp. Res. Part D: Transp. Environ. 32 (Oct): 160–170. https://doi.org/10.1016/j.trd.2014.07.015.
Zachiotis, A. T., and E. G. Giakoumis. 2019. “Non-regulatory parameters effect on consumption and emissions from a diesel-powered van over the WLTC.” Transp. Res. Part D: Transp. Environ. 74 (Sep): 104–123. https://doi.org/10.1016/j.trd.2019.07.019.
Zhang, J., W. Jing, W. L. Roberts, and T. Fang. 2015a. “Effects of ambient oxygen concentration on soot temperature and concentration for biodiesel and diesel spray combustion.” J. Energy Eng. 141 (2): C4014002. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000214.
Zhang, W., J. Lu, P. Xu, and Y. Zhang. 2015b. “Moving towards sustainability: Road grades and on-road emissions of heavy-duty vehicles—A case study.” Sustainability 7 (9): 12644–12671. https://doi.org/10.3390/su70912644.
Zhou, M., and H. Jin. 2017. “Development of a transient fuel consumption model.” Transp. Res. Part D: Transp. Environ. 51 (Mar): 82–93. https://doi.org/10.1016/j.trd.2016.12.001.

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Go to Journal of Energy Engineering
Journal of Energy Engineering
Volume 146Issue 5October 2020

History

Received: Jan 21, 2020
Accepted: Apr 30, 2020
Published online: Jul 8, 2020
Published in print: Oct 1, 2020
Discussion open until: Dec 8, 2020

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Authors

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Alexandros T. Zachiotis [email protected]
Research Assistant, School of Mechanical Engineering, National Technical Univ. of Athens, Athens 15780, Greece. Email: [email protected]
Professor, School of Mechanical Engineering, National Technical Univ. of Athens, Athens 15780, Greece (corresponding author). ORCID: https://orcid.org/0000-0002-7411-9624. Email: [email protected]

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