Skip to main content

Advertisement

Log in

Real-World Evaluation of Pollutant Emissions from a Light-Duty DI-Gasoline Hybrid Electric Vehicles (HEV) Using PEMS

  • Published:
Emission Control Science and Technology Aims and scope Submit manuscript

Abstract

T his study assessed the on-road gaseous and particulate emissions from a gasoline direct injection (GDI) hybrid electric vehicle (HEV) using portable emissions measurement systems (PEMS). Testing was conducted, while the vehicle was exercised over three routes with different topological and environmental characteristics, representing urban, highway, and mountain (high-altitude) driving conditions. The gaseous emissions (NOx, CO, THC, and CO2) were found to be the highest during mountain driving compared to urban and highway driving. PM mass and soot mass emissions were comparable between the Downtown LA (urban driving conditions) and Mt Baldy (rural driving conditions with altitude changes) routes but higher compared to Highway route. NOx emissions and soot mass emissions over all test routes exhibited reasonably good correlations with vehicle acceleration but poor correlations with road grade.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data Availability

The data can be made available upon request.

References

  1. Quiros, D.C., Thiruvengadam, A., Pradhan, S., Besch, M., Thiruvengadam, P., Demirgok, B., Carder, D., Oshinuga, A., Huai, T., Hu, S.: Real-world emissions from modern heavy-duty diesel, natural gas, and hybrid diesel trucks operating along major California freight corridors. Emission Control Sci. Technol. 2, 156–172 (2016)

    Article  Google Scholar 

  2. Plötz, P., Funke, S.Á., Jochem, P.: The impact of daily and annual driving on fuel economy and CO2 emissions of plug-in hybrid electric vehicles. Trans Res Part A: Policy Practice. 118, 331–340 (2018)

    Google Scholar 

  3. CARB: Emissions Inventory, https://arb.ca.gov/emfac/emissions-inventory/2b66661e5269c2946779bdf52e38336d77a2821f

  4. Cheng, A.J., Tarroja, B., Shaffer, B., Samuelsen, S.: Comparing the emissions benefits of centralized vs. decentralized electric vehicle smart charging approaches: a case study of the year 2030 California electric grid. J. Power Sources 401, 175–185 (2018)

    Article  Google Scholar 

  5. Yang, Y., Ali, K.A., Roeleveld, J., Emadi, A.: State-of-the-art electrified powertrains - hybrid, plug-in, and electric vehicles. Int. J. Powertrains 5, 1 (2016)

    Article  Google Scholar 

  6. Zhuang, W., Li Eben, S., Zhang, X., Kum, D., Song, Z., Yin, G., Ju, F.: A survey of powertrain configuration studies on hybrid electric vehicles. Appl. Energy 262, 114553 (2020)

    Article  Google Scholar 

  7. Fontaras, G., Ciuffo, B., Zacharof, N., Tsiakmakis, S., Marotta, A., Pavlovic, J., Anagnostopoulos, K.: The difference between reported and real-world CO2 emissions: how much improvement can be expected by WLTP introduction? Trans. Res. Procedia 25, 3933–3943 (2017)

    Article  Google Scholar 

  8. Huang, Y., Surawski, N.C., Organ, B., Zhou, J.L., Tang, O.H.H., Chan, E.F.C.: Fuel consumption and emissions performance under real driving: comparison between hybrid and conventional vehicles. Sci. Total Environ. 659, 275–282 (2019)

    Article  Google Scholar 

  9. Holmén, B.M., Sentoff, K.: Hybrid-electric passenger car carbon dioxide and fuel consumption benefits based on real-world driving. Environ. Sci. Technol. 49, 10199–10208 (2015)

    Article  Google Scholar 

  10. Duarte, G.O., Varella, R.A., Gonçalves, G.A., Farias, T.L.: Effect of battery state of charge on fuel use and pollutant emissions of a full hybrid electric light duty vehicle. J. Power Sources 246, 377–386 (2014)

    Article  Google Scholar 

  11. Liu, B., Christopher Frey, H.: Variability in light-duty gasoline vehicle emission factors from trip-based real-world measurements. Environ. Sci. Technol. 49, 12525–12534 (2015)

    Article  Google Scholar 

  12. Varella, R.A., Gonçalves, G., Duarte, G., Farias, T.: Cold-running NOx emissions comparison between conventional and hybrid powertrain configurations using real world driving data. SAE Tech. Pap. 2016–01–1010 (2016)

  13. Wu, X., Zhang, S., Wu, Y., Li, Z., Ke, W., Fu, L., Hao, J.: On–road measurement of gaseous emissions and fuel consumption for two hybrid electric vehicles in Macao. Atmos. Pollut. Res. 6, 858–866 (2015)

    Article  Google Scholar 

  14. O’Driscoll, R., Stettler, M.E.J., Molden, N., Oxley, T., ApSimon, H.M.: Real world CO2 and NOx emissions from 149 Euro 5 and 6 diesel, gasoline and hybrid passenger cars. Sci. Total Environ. 621, 282–290 (2018)

    Article  Google Scholar 

  15. Pignatta, G., Balazadeh, N.: Hybrid vehicles as a transition for full e-mobility achievement in positive energy districts: a comparative assessment of real-driving emissions. Energies 15, 2760 (2022)

    Article  Google Scholar 

  16. Conger, M., Holmen, B.A.: Characterization of real-world particle number emissions during re-ignition events from a 2010 light-duty hybrid-electric vehicle. J. Transp. Res. Board 2503, 137–146 (2015)

    Article  Google Scholar 

  17. Li, C., Swanson, J., Pham, L., Hu, S., Hu, S., Mikailian, G., Jung, H.S.: Real-world particle and NOx emissions from hybrid electric vehicles under cold weather conditions. Environ. Pollut. 286, 117320 (2021)

    Article  Google Scholar 

  18. Yang, Z., Ge, Y., Thomas, D., Wang, X., Su, S., Li, H., He, H.: Real driving particle number (PN) emissions from China-6 compliant PFI and GDI hybrid electrical vehicles. Atmos. Environ. 199, 70–79 (2019)

    Article  Google Scholar 

  19. Christenson, M., Loiselle, A., Karman, Graham, L.: The effect of driving conditions and ambient temperature on light duty gasoline-electric hybrid vehicles (2): fuel consumption and gaseous pollutant emission rates. SAE Tech. Pap. 2007–01–2137 (2007).

  20. McCaffery, C., Zhu, H., Li, C., Durbin, T.D., Johnson, K.C., Jung, H., Brezny, R., Geller, M., Karavalakis, G.: On-road gaseous and particulate emissions from GDI vehicles with and without gasoline particulate filters (GPFs) using portable emissions measurement systems (PEMS). Sci. Total Environ. 710, 136366 (2020)

    Article  Google Scholar 

  21. Robinson, M.K., Holmén, B.A.: Hybrid-electric passenger car energy utilization and emissions: relationships for real-world driving conditions that account for road grade. Sci. Total Environ. 738, 139692 (2020)

    Article  Google Scholar 

  22. Eang, C., Sato, S., Tanaka, K., Tange, T., Chen, J.: Real world emissions analysis using sensor-based emissions measurement system for light-duty direct-injection gasoline vehicle. SAE Tech. Pap. 2022–01–0572 (2022)

  23. Gallus, J., Kirchner, U., Vogt, R., Benter, T.: Impact of driving style and road grade on gaseous exhaust emissions of passenger vehicles measured by a portable emission measurement system (PEMS). Transp. Res. Part D: Transp. Environ. 52, 215–226 (2017)

    Article  Google Scholar 

  24. Prati, M.V., Costagliola, M.A., Giuzio, R., Corsetti, C., Beatrice, C.: Emissions and energy consumption of a plug-in hybrid passenger car in Real Driving Emission (RDE) test. Transp. Eng. 4, 100069 (2021)

    Article  Google Scholar 

  25. Lijewski, P., Kozak, M., Fuć, P., Rymaniak, Ł, Ziółkowski, A.: Exhaust emissions generated under actual operating conditions from a hybrid vehicle and an electric one fitted with a range extender. Transp. Res. Part D: Transp. Environ. 78, 102183 (2020)

    Article  Google Scholar 

  26. Cicero-Fernândez, P., Long, J.R., Winer, A.M.: Effects of grades and other loads on on-road emissions of hydrocarbons and carbon monoxide. J. Air Waste Manag. Assoc. 47, 898–904 (1997)

    Article  Google Scholar 

  27. Wang, H., Ge, Y., Hao, L., Xu, X., Tan, J., Li, J., Wu, L., Yang, J., Yang, D., Peng, J., Yang, J., Yang, R.: The real driving emission characteristics of light-duty diesel vehicle at various altitudes. Atmos. Environ. 191, 126–131 (2018)

    Article  Google Scholar 

  28. Liu, S., Shen, L., Bi, Y., Lei, J.: Effects of altitude and fuel oxygen content on the performance of a high pressure common rail diesel engine. Fuel 118, 243–249 (2014)

    Article  Google Scholar 

  29. Wyatt, D.W., Li, H., Tate, J.E.: The impact of road grade on carbon dioxide (CO2) emission of a passenger vehicle in real-world driving. Transp. Res. Part D: Transp. Environ. 32, 160–170 (2014)

    Article  Google Scholar 

  30. Giakoumis, E.G., Triantafillou, G.: Analysis of the effect of vehicle, driving and road parameters on the transient performance and emissions of a turbocharged truck. Energies 11, 295 (2018)

    Article  Google Scholar 

  31. Thomas, D., Li, H., Kang, Y., Ropkins, K., Wang, X., Ge, Y., Yu, W., Song, B.: Particle number emissions from standard and hybrid SI passenger cars. SAE Technical Paper 2019–01–2194 (2019).

  32. Bagheri, S., Huang, Y., Walker, P.D., Zhou, J.L., Surawski, N.C.: Strategies for improving the emission performance of hybrid electric vehicles. Sci. Total Environ. 771, 144901 (2021)

    Article  Google Scholar 

  33. Gaines, L., Rask, E., Keller, G.: Which is greener: idle, or stop and restart? Comparing fuel use and emissions for short passenger-car stops. Argonne Nat. Lab. (2012).

Download references

Acknowledgements

The authors thank Mark Villela and Daniel Gomez of the University of California, Riverside, for their contribution in conducting the emissions testing for this program.

Author information

Authors and Affiliations

Authors

Contributions

Chengguo Li: formal analysis, validation, investigation, writing–original draft. Susumu Sato: investigation, formal analysis. Tianyi Ma: investigation, methodology. Kent C. Johnson: resources, data curation. Thomas D. Durbin: writing—review and editing. Georgios Karavalakis: writing—original draft, writing—review and editing, supervision, visualization, project administration.

Corresponding author

Correspondence to Georgios Karavalakis.

Ethics declarations

Ethical Approval

This is not applicable as this study does not have either human or animal subjects.

Consent to Participate

Not applicable.

Consent for Publication

Not applicable.

Competing Interests

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 3026 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, C., Sato, S., Ma, T. et al. Real-World Evaluation of Pollutant Emissions from a Light-Duty DI-Gasoline Hybrid Electric Vehicles (HEV) Using PEMS. Emiss. Control Sci. Technol. 9, 1–11 (2023). https://doi.org/10.1007/s40825-023-00225-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40825-023-00225-0

Keywords

Navigation