The Analysis of Available Data on Energy Efficiency of Electric Vehicles to be Used for Eco-Driving Project Development
https://doi.org/10.21122/2227-1031-2019-18-6-504-508
Abstract
The goal of this paper is to analyse the collected data on energy efficiency of electric vehicles from researches done by other authors and also to summarise all the factors affecting it. The majority of data available are obtained through simulations – therefore the emphasis in this paper will be placed on experimentally acquired data. The results of the analysis will be used for the planned e-bus eco-driving project for the purpose of Belgrade’s public transportation system. Currently there are only 5 (ultracapacitor type) e-buses operating in Belgrade city public transport, which makes only 0.2 % of all vehicles in rolling stock (making 16 % together with other electric-powered vehicles – trams and trolleybuses), but there are plans to acquire new 80 electric buses. With the rise of the number of electric vehicles, appropriate training of drivers is gaining more and more importance, and the results of the presented analysis make the basis for such training. This will hopefully increase the range of the buses used and help save the energy spent by public transportation, thus giving a little contribution to global fight for cleaner planet.
About the Authors
M. Maljković
University of Belgrade
Serbia
Belgrade
Serbia
Belgrade
D. Stamenković
University of Belgrade
Serbia
Belgrade
Serbia
Belgrade
I. Blagojević
University of Belgrade
Serbia
Serbia
Address for correspondence: Blagojević Ivan – University of Belgrade 16 Kraljice Marije str., 11120, Belgrade 35, Republic of Serbia. Теl.: +381 11 337-02-66 iblagojevic@mas.bg.ac.rs
V. Popović
University of Belgrade
Serbia
Belgrade
Serbia
Belgrade
References
1. Blagojević A., Mitić S., Stamenković D., Popović V. (in press) The Future (209) of Motor Vehicle Propulsion Systems. Thermal Science. https://doi.org/10.2298/TSCI180307177B
2. Maljković M., Blagojević I. Analysis of Various Impacts on Energy Consumption in Electric Vehicles. Proceedings of the YOUng ResearcherS Conference, 26 March 2019, Belgrade.
3. Fetene G. M., Kaplan S., Mabit S. L. Jensen A. F., Prato C. G. (2017) Harnessing Big Data for Estimating the Energy Consumption and Driving Range of Electric Vehicles. Transportation Research Part D: Transport and Environment, 54, 1–11. https://doi.org/10.1016/j.trd.2017.04.013
4. Liu K., Wang J., Yamamoto T., Morikawa T. (2018) Exploring the Interactive Effects of Ambient Temperature and Vehicle Auxiliary Loads on Electric Vehicle Energy Consumption. Applied Energy, 227, 324–331. https://doi.org/10.1016/j.apenergy.2017.08.074
5. Haakana A., Laurikko J., Granstörm R., Hagman R. (2013) Assesing Range and Performance of Electric Vehicles in Nordic Driving Conditions End of Project Report. Nordic Energy Research. 40.
6. Wu X., Freese D., Cabrera A., Kitch W. A. (2015) Electric Vehicle's Energy Consumption Measurement and Estimation. Transportation Research Part D: Transport and Environment, 34, 52–67. https://doi.org/10.1016/j.trd.2014.10.007
7. Varocky B. J. (2011) Benchmarking of Regenerative Braking for a Fully Electric Car. Report No. D&C 2011.002. TNO Automotive, Helmond &Technische Universiteit Eindhoven.
8. Fiori C., Ahn K., Rakha H. A. (2016) Power-Based Electric Vehicle Energy Consumption Model: Model Development and Validation. Applied Energy, 168, 257–268. https://doi.org/10.1016/j.apenergy.2016.01.097
9. Evtimov I., Ivanov R., Sapundjiev M. (2017) Energy Consumption of Auxiliary Systems of Electric Cars. MATEC Web of Conferences, 133, 06002. https://doi.org/10.1051/matecconf/201713306002
10. EV Auxiliary Systems Impacts, Idaho National Laboratory. Available at: https://avt.inl.gov/sites/default/files/pdf/fsev/auxiliary.pdf
11. Meyer N., Whittal I., Christenson M., Loiselle-Lapointe A. (2012) The Impact of Driving Cycle and Climate on Electrical Consumption & Range of Fully Electric Passenger Vehicles. Proceedings of the EVS26 The 26th International Electric Vehicle Symposium, 6-9 May 2012, Los Angeles.
12. Badin F., Le Berr F., Briki H., Dabadie J-C., Petit M., Magand S., Condemine E. (2013) Evaluation of EVs energy consumption influencing factors, driving conditions, auxiliaries use, driver's aggressiveness. 2013 World Electric Vehicle Symposium and Exhibition (EVS27). https://doi.org/10.1109/evs.2013.6914723
13. Lajunen A., Tammi K. (2019) Evaluation of Energy Consumption and Carbon Dioxide Emissions of Electric City Buses, Electric Commercial Vehicles (ECV) Final Report. VTT Technology, (348), 104–120.
14. Gordić M., Stamenković D., Popović V., Muždeka S., Mićović A. (2017) Electric Vehicle Conversion: Optimisation of Parameters in the Design Process. Tehnicki vjesnik Technical Gazette, 24 (4), 1213–1219. https://doi.org/10.17559/tv-20160613131757
15. Neumann I., Franke T., Cocron P. Krems J. F., Bühler F. (2015) Eco-Driving Strategies in Battery Electric Vehicle Use How Do Drivers Adapt Over Time? IET Intelligent Transport Systems, 9 (7), 746–753. https://doi.org/10.1049/iet-its.2014.0221
Review
For citations:
Maljković M., Stamenković D., Blagojević I., Popović V. The Analysis of Available Data on Energy Efficiency of Electric Vehicles to be Used for Eco-Driving Project Development. Science & Technique. 2019;18(6):504-508. https://doi.org/10.21122/2227-1031-2019-18-6-504-508
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