RESEARCH PAPER
The analysis of energy recovered by an electric vehicle during selected braking manoeuvres
| 1 | Faculty of Mechatronics and Mechanical Engineering, Kielce University of Technology, Polska |
| 2 | Faculty of Mechatronics and Mechanical Engineering,, Kielce University of Technology |
CORRESPONDING AUTHOR
Emilia Szumska
Faculty of Mechatronics and Mechanical Engineering, Kielce University of Technology, Al. Tysiąclecia P.P. 7, 25-314, Kielce, Polska
Faculty of Mechatronics and Mechanical Engineering, Kielce University of Technology, Al. Tysiąclecia P.P. 7, 25-314, Kielce, Polska
Submission date: 2023-01-02
Final revision date: 2023-02-21
Acceptance date: 2023-03-10
Publication date: 2023-03-31
The Archives of Automotive Engineering – Archiwum Motoryzacji 2023;99(1):18–29
KEYWORDS
TOPICS
ABSTRACT
Electrical vehicles have the ability to partially recover some kinetic energy during braking. Kinetic energy is transformed into electric energy, which is fed to the battery by the control system and stored there for further use. The aim of this paper was to analyse the levels of energy recovered by an electric vehicle during braking at various speeds and with different braking intensities. The first phase of testing consisted of vehicle braking tests in real-life conditions. The registered speed profiles were then used as input data for the simulation software. The authors have also analysed the effect of the state of charge of the battery and of the vehicle’s load on the amount of energy recovered during braking. The performed simulation tests demonstrated that the level of recovered energy is significantly affected by the initial braking speed and by the force of pressure applied to the brake pedal. The amount of recovered energy is less affected by the state of charge (SOC) of the battery and by the vehicle’s load. Energy regeneration during braking is currently an important research topic. The efficiency of an electric vehicle depends on the range, which can be extended thanks to the additional energy recovered during braking maneuvers. The presented preliminary simulation results are intended to assess the level of energy recovery in electric vehicles. The authors are aware that a full, comprehensive analysis requires additional research using electric vehicles that will verify the results presented in the paper.
REFERENCES (38)
1.
Barometr Nowej Mobilności 2021/22: https://pspa.com.pl/wp-content... (in Polish, accessed on 9 September 2022).
2.
Burgess S.C., Choi J.M.J.: A parametric study of the energy demands of car transportation: a case study of two competing commuter routes in the UK. Transportation Research, Part D: Transport and Environment. 2003, 8(1), 21–36, DOI: 10.1016/S1361-9209(02)00016-0.
3.
De Gennaro M., Paffumi E., Martini G., Manfredi U., Scholz H., Lacher H. et al.: Experimental Investigation of the Energy Efficiency of an Electric Vehicle in Different Driving Conditions. SAE Technical Paper. 2014, 104424, DOI: 10.4271/2014-01-1817.
4.
Dereń K., Owczarek W.: Electromobility in Europe – the prospects for its implementation in Poland. Zeszyty Naukowe Politechniki Poznańskiej. 2021, 84, 19–30, DOI: 10.21008/j.0239-9415.2021.084.02.
5.
Donkers A., Yang D., Viktorovic M.: Influence of driving style, infrastructure, weather and traffic on electric vehicle performance. Transportation Research Part D: Transport and Environment. 2020, 88, 102569, DOI: 10.1016/j.trd.2020.102569.
6.
Ehsani M., Gao Y., Gay S.E, Emadi A.: Modern Electric, Hybrid Electric, and Fuel Cell Vehicles: Fundamentals, Theory, and Design (Power Electronics and Applications Series). CRC Press, New York, 2009.
7.
Fajri P., Heydari S., Lotfi N.: Optimum low speed control of regenerative braking for electric vehicles. 6th International Conference on Renewable Energy Research and Applications (ICRERA). 2017, 2017-January, 875–879, DOI: 10.1109/ICRERA.2017.8191185.
8.
Heydari S., Fajri P., Husain I., Shin J.-W.: Regenerative Braking Performance of Different Electric Vehicle Configurations Considering Dynamic Low Speed Cutoff Point. IEEE Energy Conversion Congress and Exposition (ECCE). 2018, 8558324, 4805–4809, DOI: 10.1109/ECCE.2018.8558324.
9.
Heydari S., Fajri P., Lotfi N., Falahati B.: Influencing Factors in Low Speed Regenerative Braking Performance of Electric Vehicles. IEEE Transportation Electrification Conference and Expo (ITEC). 2018, 8450260, 749–754, DOI: 10.1109/ITEC.2018.8450260.
10.
Heydari S., Fajri P., Rasheduzzaman M., Sabzehgar R.: Maximizing Regenerative Braking Energy Recovery of Electric Vehicles Through Dynamic Low-Speed Cutoff Point Detection. IEEE Transactions on Transportation Electrification. 2019, 5(1), 8625525, 262-270, DOI: 10.1109/TTE.2019.2894942.
11.
Husain I.: Electric and hybrid vehicles design fundamentals. CRC Press, Boca Raton, 2003.
12.
Iora P., Tribioli L.: Effect of Ambient Temperature on Electric Vehicles’ Energy Consumption and Range: Model Definition and Sensitivity Analysis Based on Nissan Leaf Data. World Electric Vehicle Journal. 2019, 10(1), DOI: 10.3390/wevj10010002.
13.
Kambly K.R., Bradley T.H.: Estimating the HVAC energy consumption of plug-in electric vehicles. Journal of Power Sources. 2014, 259, 117–124, DOI: 10.1016/j.jpowsour.2014.02.033.
14.
Kondo Y., Kato H., Ando R., Suzuki T., Karakama Y.: To what extent can speed management alleviate the range anxiety of EV?. World Electric Vehicle Symposium and Exhibition (EVS27). 2013, 6914838, 1–8, DOI: 10.1109/EVS.2013.6914838.
15.
Kopczyński A., Power distribution in multi-motor power trains in electric road vehicles, Ph.D. Thesis, Warsaw University of Technology, Discipline of Science Mechanical Engineering, Warsaw, 2022.
16.
Li W., Du H., Li W.: Driver intention based coordinate control of regenerative and plugging braking for electric vehicles with in-wheel PMSMs. IET Intelligent Transport Systems. 2018, 12(10), 1300–1311, DOI: 10.1049/iet-its.2018.5300.
17.
Liu K., Yamamoto T., Morikawa T.: Impact of road gradient on energy consumption of electric vehicles. Transportation Research Part D: Transport and Environment. 2017, 54, 74-81, DOI: 10.1016/j.trd.2017.05.005.
18.
Liu W., Qi H., Liu X., Wang Y.: Evaluation of regenerative braking based on single-pedal control for electric vehicles. Frontiers of Mechanical Engineering. 2020, 15(1), 166–179, DOI: 10.1007/s11465-019-0546-x.
19.
Malode S.K., Adware R.H.: Regenerative braking system in electric vehicles. International Research Journal of Engineering and Technology (IRJET). 2016, 3(3), 394–400.
20.
Melliger M.A., Van Vliet O.P.R., Liimatainen H.: Anxiety vs reality – sufficiency of battery electric vehicle range in Switzerland and Finland. Transportation Research Part D: Transport and Environment. 2018, 65, 101–115, DOI: 10.1016/j.trd.2018.08.011.
21.
Modi S., Bhattacharya J., Basak P.: Estimation of energy consumption of electric vehicles using Deep Convolutional Neural Network to reduce driver’s range anxiety. ISA Transactions. 2020, 98, 454–470, DOI: 10.1016/j.isatra.2019.08.055.
22.
Pagerit S., Sharer P., Rousseau A.: Fuel Economy Sensitivity to Vehicle Mass for Advanced Vehicle Powertrains. SAE Technical Paper. 2006, DOI: 10.4271/2006-01-0665.
23.
Pevec D., Babic J., Carvalho A., Ghiassi-Farrokhfal Y., Ketter W., Podobnik V.: Electric Vehicle Range Anxiety: An Obstacle for the Personal Transportation (R)evolution?. 4th International Conference on Smart and Sustainable Technologies (SpliTech). 2019, 8783178, 381–388, DOI: 10.23919/SpliTech.2019.8783178.
24.
Pielecha J., Skobiej K., Kubiak P., Wozniak M., Siczek K.: Exhaust Emissions from Plug-in and HEV Vehicles in Type-Approval Tests and Real Driving Cycles. Energies. 2022, 15(7), 2423, DOI: 10.3390/en15072423.
25.
Popiołek K., Detka T., Żebrowski K., Małek K.: Analysis of Regenerative Braking Strategies. Przegląd Elektrotechniczny. 2019, 95(6), 117–123, DOI: 10.15199/48.2019.06.21.
26.
Regulation No 13-H of the Economic Commission for Europe of the United Nations (UN/ECE) — Uniform provisions concerning the approval of passenger cars with regard to braking [2015/2364]: https://eur-lex.europa.eu/lega... (accessed on 9 September 2022).
27.
Report – Vehicles in use, Europe 2022: https://www.acea.auto/publicat... (accessed on 9 September 2022).
28.
Skuza A., Jurecki R., Szumska E. Influence of Traffic Conditions on the Energy Consumption of an Electric Vehicle. Communications - Scientific letters of the University of Zilina. 2023, 25(1), B22–B33, DOI: 10.26552/com.C.2023.004.
29.
Szumska E.M., Jurecki R.: The Analysis of Energy Recovered during the Braking of an Electric Vehicle in Different Driving Conditions. Energies. 2022, 15(24), 9369, DOI: 10.3390/en15249369.
30.
Un-Noor F., Padmanaban S., Mihet-Popa L., Mollah M.N., Hossain E.: A Comprehensive Study of Key Electric Vehicle (EV) Components, Technologies, Challenges, Impacts, and Future Direction of Development. Energies. 2017, 10(8), 1217, DOI: 10.3390/en10081217.
31.
Vasiljević S., Aleksandrović B., Glišović J., Maslać M.: Regenerative braking on electric vehicles: working principles and benefits of application. IOP Conference Series: Materials Science and Engineering. 2022, 1271, 012025, 1–9, DOI: 10.1088/1757-899X/1271/1/012025.
32.
Xiao B., Lu H., Wang H., Ruan J., Zhang N.: Enhanced Regenerative Braking Strategies for Electric Vehicles: Dynamic Performance and Potential Analysis. Energies. 2017, 10(11), 1875, DOI: 10.3390/en10111875.
33.
Xuan F., Zhang H., Xiao W.: Study on Braking Energy Recovery of Four Wheel Drive Electric Vehicle Based on Driving Intention Recognition. Open Access Library Journal. 2018, 5(1), 81953, DOI: 10.4236/oalib.1104295.
34.
Yabe T., Akatsu K., Okui N., Niikuni T., Kawai T.: Efficiency Improvement of Regenerative Energy for an EV. 26th Electric Vehicle Symposium. 2012, 5, 634–640.
35.
Yuan Q., Hao W., Su H., Bing G., Gui X., Safikhani A.: Investigation on Range Anxiety and safety buffer of battery electric vehicle drivers. Journal of Advanced Transportation. 2018, 2018, 8301209, 1–11, DOI: 10.1155/2018/8301209.
36.
Zakrzewicz W., Sys E., Mrowicki A., Siczek K., Kubiak P.: Safety issues for electric and hybrid vehicles. XII International Science-Technical Conference AUTOMOTIVE SAFETY. 2020, 9293501, DOI: 10.1109/AUTOMOTIVESAFETY47494.2020.9293501.
37.
Zhang B., Niu N., Li H., Wang Z., He W.: Could fast battery charging effectively mitigate range anxiety in electric vehicle usage? Evidence from large-scale data on travel and charging in Bejing. Transportation Research Part D: Transport and Environment. 2021, 95, 102840, DOI: 10.1016/j.trd.2021.102840.
38.
Zhang J., Lv C., Gou J., Kong D.: Cooperative control of regenerative braking and hydraulic braking of an electrified passenger car. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 2012, 226(10), 1289–1302, DOI: 10.1177/0954407012441884.
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