Developing Fuel Efficiency and CO2 Emission Maps of a Vehicle Engine Based on the On-Board Diagnostic (OBD) Approach

Authors

DOI:

https://doi.org/10.29019/enfoqueute.1002

Keywords:

fuel consumption, CO2 emissions, engine maps, on-board diagnostic

Abstract

A vehicle interacts with the road, other vehicles, and traffic control devices in real traffic conditions. The level of traffic influences driving patterns and, consequently, this can affect the vehicle´s fuel efficiency and emissions. This study aims to develop engine maps of fuel consumption and CO2 emissions for a light vehicle operating under real traffic conditions. A representative passenger vehicle of the Ecuadorian vehicle fleet, powered by gasoline, was selected for the experimental campaign that was developed on a test route designed according to real driving emission (RDE) regulation. An on-board diagnostic (OBD) device was used for recording in real-time engine and vehicle operating parameters. Moreover, CO2 emissions were estimated using the fuel rate registered from the OBD system of the vehicle This study proposed a novel methodology for developing two-dimensional contour engine maps based on OBD data.  The result showed that the vehicle engine operated in real traffic conditions with a brake thermal efficiency (BTE) of 27%, a brake-specific fuel consumption (BSFC) of 275 g/kWh, and a carbon dioxide (CO2) energy-emission factor of 716 g/kWh. In terms of distance, the CO2 emission factor for the tested vehicle was approximately 190 g/km. Overall, this study demonstrates that the OBD approach is a potential method to be used to assess the fuel consumption and emissions of a vehicle operating under real-world traffic conditions, especially in Latin American countries, where portable emission measurement systems (PEMS) are not readily available.

Metrics

Downloads

Download data is not yet available.

References

H. C. Frey. “Trends in Onroad Transportation Energy and Emissions,” Journal of the Air & Waste Management Association., vol. 68, no. 6, pp. 514-563, 2018, doi: 10.1080/10962247.2018.1454357.

Instituto de Investigación Geológico y Energético del Ecuador, “Balance Energético Nacional del Ecuador 2021,” Quito, Ecuador, 2022. [Online]. Available: https://www.recursosyenergia.gob.ec/wp-content/uploads/2022/08/Balance_Energético_Nacional_2021-VF_opt.pdf.

F. Rosero, N. Fonseca, J.M. López, and J. Casanova. “Effects of Passenger Load, Road Grade, and Congestion Level on Real-World Fuel Consumption and Emissions from Compressed Natural Gas and Diesel Urban Buses,” Applied Energy, vol. 282, no. November 2020, p. 116195, Jan. 2021, doi: 10.1016/j.apenergy.2020.116195.

EPA, NHTSA, and DOT. Greenhouse Gas Emissions and Fuel Efficiency Standards for Medium- Heavy-Duty Engines and Vehicles- Phase 2, vol. 81, no. 206. 2016, pp. 73478-74274.

EU. “Commission Regulation (EU) No 582/2011 Of 25 May 2011 Implementing and Amending Regulation (EC) No 595/2009 of the European Parliament and of the Council With Respect to Emissions From Heavy Duty Vehicles (Euro VI) and Amending Annexes I And III to Direct,” Official Journal of the European Union, 2011. https://eur-lex.europa.eu/eli/reg/2011/582/oj.

F. Posada and A. Bandivadekar. “Global Overview of On-Board Diagnostic (OBD) Systems for Heavy-Duty Vehicles,” ICCT, no. January, 2015.

Á. Ramos, R. García-Contreras, and O. Armas. “Performance, Combustion Timing and Emissions from a Light Duty Vehicle at Different Altitudes Fueled with Animal Fat Biodiesel, GTL and Diesel Fuels,” vol. 182, pp. 507-517, 2016, doi: 10.1016/j.apenergy.2016.08.159.

European Commission and Council of the European Union. “Commission Regulation (EU) 2016/427 Amending Regulation (EC) No 692/2008 as Regards Emissions from Light Passenger and Commercial Vehicles (Euro 6) (Text With EEA Relevance),” Official Journal of the European Union, vol. 82, no. 31/03/2016, pp. 1-98, 2016, [Online]. Available: http://data.europa.eu/eli/reg/2016/427/oj.

J. M. Luján, V. Bermúdez, V. Dolz, and J. Monsalve-Serrano. “An Assessment of the Real-World Driving Gaseous Emissions from a Euro 6 Light-Duty Diesel Vehicle Using a Portable Emissions Measurement System (PEMS),” Atmospheric Environment, vol. 174, no. July 2017, pp. 112-121, 2018, doi: 10.1016/j.atmosenv.2017.11.056.

European Commission. “Commission Regulation (EU) 2017/1151 of 1 June 2017 Supplementing Regulation (EC) No 715/2007 of the European Parliament and of the Council on Type-Approval of Motor Vehicles with Respect to Emissions from Light Passenger and Commercial Vehicles (Euro 5 a)” Official Journal of the European Union, no. 692, pp. 1–643, 2017.

Y. Wen, et al. “A Data-Driven Method of Traffic Emissions Mapping with Land use Random Forest Models,” Applied Energy, vol. 305, no. July 2021, 2022, doi: 10.1016/j.apenergy.2021.117916.

W. He, L. Duan, Z. Zhang, X. Zhao, and Y. Cheng. “Analysis of the Characteristics of Real-World Emission Factors and VSP Distributions. A Case Study in Beijing,” Sustainability, vol. 14, no. 18, p. 11512, Sep. 2022, doi: 10.3390/su141811512.

J. D. K. Bishop, N. Molden, and A. M. Boies. “Using Portable Emissions Measurement Systems (PEMS) to Derive More Accurate Estimates of Fuel Use and Nitrogen Oxides Emissions from Modern Euro 6 Passenger Cars Under Real-World Driving Conditions,” Applied Energy, vol. 242, no. February, pp. 942-973, 2019, doi: 10.1016/j.apenergy.2019.03.047.

Z. Mera, R. Varella, P. Baptista, G. Duarte, and F. Rosero.“Including Engine Data for Energy and Pollutants Assessment into the Vehicle Specific Power Methodology,” Applied Energy, vol. 311, no. February, p. 118690, Apr. 2022, doi: 10.1016/j.apenergy.2022.118690.

J. Castresana, G. Gabiña, L. Martin, A. Basterretxea, and Z. Uriondo. “Marine Diesel Engine ANN Modelling with Multiple Output for Complete Engine Performance Map,” Fuel, vol. 319, no. March, 2022, doi: 10.1016/j.fuel.2022.123873.

Z. Gao, J. C. Conklin, C. S. Daw, and V. K. Chakravarthy. “A Proposed Methodology for Estimating Transient Engine-Out Temperature and Emissions from Steady-State Maps,” International Journal of Engine Research, vol. 11, no. 2, pp. 137-151, 2010, doi: 10.1243/14680874JER05609.

AEADE. “Anuario 2020 AEADE,” Quito, 2020. [Online]. Available: https://abimapi.com.br/anuario/pdf/anuario_2020-3.pdf.

Instituto Nacional de Estadística y Censos (INEC). “Ecuador-Estadísticas de Transportes 2020,” Quito, 2021. [Online]. Available: https://anda.inec.gob.ec/anda/index.php/catalog/894/related_materials.

RStudio. “RStudio: Integrated Development Environment for R.” Boston, MA, 2018.

J. Wang, H. Rakha, L. C. Marr, P. Murray-Tuite, and I. El-Shawarby. “Multi-Modal Energy Consumption Modeling and Eco-routing System Development,” 2017, [Online]. Available: https://vtechworks.lib.vt.edu/bitstream/handle/10919/78624/Wang_J_D_2017.pdf?sequence=1&isAllowed=y.

F. Rosero, N. Fonseca, J.-M. López, and J. Casanova. “Real-World Fuel Efficiency and Emissions from an Urban Diesel Bus Engine Under Transient Operating Conditions,” Applied. Energy, vol. 261, no. December 2019, p. 114442, Mar. 2020, doi: 10.1016/j.apenergy.2019.114442.

H. Wickham. Ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016.

A. Quimbita and E. Guallichico. “Determinación del potencial energético y mecánico del motor Mazda F2 al utilizar los tipos de gasolina comercial empleados en el Ecuador,” Universidad de las Fuerzas Armadas - ESPE, 2017.

J. B. Heywood. Internal Combustion Engine Fundamentals. New York: McGraw-Hill, 1988.

J. D. K. Bishop, M. E. J. Stettler, N. Molden, and A. M. Boies. “Engine Maps of Fuel Use and Emissions From Transient Driving Cycles,” Applied Energy, vol. 183, pp. 202-217, 2016, doi: 10.1016/j.apenergy.2016.08.175.

S. Tsiakmakis, et al. “From Lab-to-Road & Vice-Versa : Using a Simulation-Based Approach for Predicting Real-World CO2 Emissions” Energy, vol. 169, pp. 1153–1165, 2019, doi: 10.1016/j.energy.2018.12.063.

J. Gao, et al. “Fuel Consumption and Exhaust Emissions of Diesel Vehicles in Worldwide Harmonized Light Vehicles Test Cycles and Their Sensitivities to Eco-Driving Factors,” Energy Conversion and Management, vol. 196, no. May, pp. 605–613, 2019, doi: 10.1016/j.enconman.2019.06.038.

G. Triantafyllopoulos, A. Dimaratos, L. Ntziachristos, Y. Bernard, J. Dornoff, and Z. Samaras. “A Study on the CO2 and NO X Emissions Performance of Euro 6 Diesel Vehicles Under Various Chassis Dynamometer and On-Road Conditions Including Latest Regulatory Provisions,” Science of the Total Environmen., vol. 66, no. x, pp. 337–346, 2019, doi: 10.1016/j.scitotenv.2019.02.144.

E. G. Giakoumis and A. I. Alafouzos. “Study of Diesel Engine Performance and Emissions During a Transient Cycle Applying an Engine Mapping-Based Methodology,” Appied. Energy, vol. 87, no. 4, pp. 1358–1365, 2010, doi: 10.1016/j.apenergy.2009.09.003.

H. Steven and H. Steven. “VECTO Tool Development : Completion of Methodology to Simulate Heavy Duty Vehicles Fuel Consumption and CO2 Emissions Upgrades to the Existing Version of VECTO and Completion of Certification Methodology to be Incorporated into a Commission legislative,” no. I, 2017.

F. Rosero, L. Garzón, and C. León. “Los patrones de viaje en taxi como herramienta de gestión de la movilidad urba,” in Tecnologías aplicadas a la Ingeniería, Ibarra: Editorial UTN, 2017.

B. J. Zurita and E. Llanes. “Comparativa de los factores de emisión entre el ciclo europeo y el FTP75 para un vehículo de ciclo otto categoría M1,” Universidad Internacional SEK, 2022.

J. Pavlovic, B. Ciuffo, G. Fontaras, V. Valverde, and A. Marotta. “How Much Difference in Type-Approval CO2 Emissions from Passenger Cars in Europe Can be Expected from Changing to the New Test Procedure (NEDC Vs. WLTP)?,” Transportation Research, vol. 111, no. October 2017, pp. 136–147, 2018, doi: 10.1016/j.tra.2018.02.002.

Published

2024-01-01

How to Cite

Rosero Obando, F., Rosero, X., & Mera, Z. (2024). Developing Fuel Efficiency and CO2 Emission Maps of a Vehicle Engine Based on the On-Board Diagnostic (OBD) Approach. Enfoque UTE, 15(1), 7-15. https://doi.org/10.29019/enfoqueute.1002

Issue

Section

Miscellaneous