A COMPARATIVE STUDY OF REGENERATIVE BRAKING EFFICIENCY BETWEEN AUTOMATED AND HUMAN DRIVEN ELECTRIC VEHICLES TO MINIMIZE BATTERY DEGRADATION
DOI:
https://doi.org/10.47390/issn3030-3702v3i3y2025N09Ключевые слова:
electric vehicles, lithium-ion battery, regenerative braking system, degradation, state of health.Аннотация
Recently, lithium-ion batteries has been becoming essential components in electric vehicles and hybrid electric vehicles however, their degradation significantly impacts the battery's lifespan, reliability, safety, and overall performance. Accurately evaluating and quantifying the extent of degradation is crucial for determining the true state of health of lithium-ion batteries. As a key component of electric vehicles, the regenerative braking system improves energy efficiency and extend the range of electric vehicles by capturing kinetic energy during braking and converting it into stored energy in the batteries or other storage systems. In this comparative study, regenerative braking efficiency between automated and human driven electric vehicles to review and analyze the chance of minimize battery degradation and assess the battery state of health.
Библиографические ссылки
1. Rietmann, N., Hügler, B., Lieven, T. “Forecasting the Trajectory of Electric Vehicle Sales and the Consequences for Worldwide CO2 Emissions”. J. Clean. Prod. 2020, 261, 121038.
2. Shell Eco-Marathon. Shell Eco-Marathon 2023 Official Rules Chapter 1. 2023. Available online: https://www.makethefuture.shell/en-gb/shell-ecomarathon/glo-bal-rules
3. Sciarretta, A., De Nunzio, G., Ojeda, L.L. “Optimal Eco-driving Control: Energy-Efficient Driving of Road Vehicles as an Optimal Control Problem”. IEEE Control. Syst. 2015, 35. Pages: 71–90.
4. Sawulski, J., Ławry´nczuk, M. “Optimization of control strategy for a low fuel consumption vehicle engine”. Inf. Sci. 2019, 493. Pages: 192–216.
5. Stabile, P., Ballo, F., Previati, G., Mastinu, G., Gobbi, M. “Eco-Driving Strategy Implementation for Ultra-Efficient Lightweight Electric Vehicles in Realistic Driving Scenarios”. Energies 2023, 16, 1394.
6. Chen, Z., Zhou, X., Wang, Z., Li, Y., Hu, B. “A Novel Emergency Braking Control Strategy for Dual-Motor Electric Drive Tracked Vehicles Based on Regenerative Braking”. Appl. Sci. 2019, 9, 2480.
7. Martyushev, N.V., Malozyomov, B.V., Khalikov, I.H., Kukartsev, V.A., Kukartsev, V.V.; Tynchenko, V.S., Tynchenko, Y.A., Qi, M. “Review of Methods for Improving the Energy Efficiency of Electrified Ground Transport by Optimizing Battery Consumption”. Energies 2023, 16, Page: 729.
8. Xu, W., Chen, H., Zhao, H., Ren, B. “Torque Optimization Control for Electric Vehicles with Four In-Wheel Motors Equipped with Regenerative Braking System. Mechatronics” 2019, 57. Pages: 95–108.
9. Pusztai, Z.; Korös, P., Szauter, F., Friedler, F. “Regenerative Braking Optimization of Lightweight Vehicle Based on Vehicle Model”. Chem. Eng. Trans. 2022, 94. Pages: 601–606.
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