Sizing of Energy Storage Systems in Electric Vehicles based on Battery-Supercapacitor Technology

Authors

  • Denny Alfani
  • Dimas Febry Adityanugraha Institut Teknologi Sepuluh Nopember
  • Vita Lystianingrum Budiharto Putri Institut Teknologi Sepuluh Nopember
  • Feby Agung Pamuji Institut Teknologi Sepuluh Nopember

DOI:

https://doi.org/10.12962/jaree.v8i2.388

Abstract

The purpose of this research is to determine the ideal hybrid energy storage system (HESS) size with the goal to improve the effectiveness and efficiency of combined battery and supercapacitor energy storage in electric vehicles. The research uses Mixed Integer Linear Programming (MILP) to determine the most suitable configurations using simulation data from a modeled electric vehicle. The results show that MILP works at identifying the specific capacity needs of the storage system, which change based on the vehicle's power and energy capacity. The innovation provides a paradigm for the development of sustainable and highly efficient electric vehicles in the future, while also enhancing the functionality of current electric vehicles.

References

J. A. Sanguesa, V. Torres-Sanz, P. Garrido, F. J. Martinez, and J. M. Marquez-Barja, “A review on electric vehicles: Technologies and challenges,” Smart Cities, vol. 4, no. 1, pp. 372–404, 2021, doi: 10.3390/smartcities4010022.

S. Sharma, A. K. Panwar, and M. M. Tripathi, “Storage technologies for electric vehicles,” J. Traffic Transp. Eng. (English Ed., vol. 7, no. 3, pp. 340–361, 2020, doi: 10.1016/j.jtte.2020.04.004.

P. Asef, M. Milan, A. Lapthorn, and S. Padmanaban, “Future trends and aging analysis of battery energy storage systems for electric vehicles,” Sustain., vol. 13, no. 24, 2021, doi: 10.3390/su132413779.

M. K. Andreev, “An overview of supercapacitors as new power sources in hybrid energy storage systems for electric vehicles,” 11th Natl. Conf. with Int. Particip. Electron. 2020 - Proc., 2020, doi: 10.1109/ELECTRONICA50406.2020.9305104.

M. R. Rade and S. S. Dhamal, “Battery-Ultracapacitor combination used as Energy Storage System in Electric Vehicle,” 2015 Int. Conf. Emerg. Res. Electron. Comput. Sci. Technol. ICERECT 2015, pp. 230–234, 2016, doi: 10.1109/ERECT.2015.7499018.

P. Ramineni, A. Pandian, M. K. Kumar, and K. M. Sundaram, “Improved operation of li-ion Li-ion battery with supercapacitor realized to solar-electric vehicle,” Energy Reports, vol. 8, pp. 256–264, 2022, doi: 10.1016/j.egyr.2022.10.191.

L. O. M. F. Rachim, V. Lystianingrum, D. C. Riawan, and I. Gunanda, “Design of EV Hardware-in-the-Loop Simulator of Battery and Supercapacitor Hybrid Storage System,” in 2021 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2021, pp. 11–16. doi: 10.1109/ISITIA52817.2021.9502254.

X. Luo, J. Wang, M. Dooner, and J. Clarke, “Overview of current development in electrical energy storage technologies and the application potential in power system operation,” Appl. Energy, vol. 137, pp. 511–536, 2015, doi: https://doi.org/10.1016/j.apenergy.2014.09.081.

M. Fanoro, M. Božanić, and S. Sinha, “A Review of the Impact of Battery Degradation on Energy Management Systems with a Special Emphasis on Electric Vehicles,” Energies, vol. 15, no. 16, 2022, doi: 10.3390/en15165889.

D. Lemian and F. Bode, “Battery-Supercapacitor Energy Storage Systems for Electrical Vehicles: A Review,” Energies, vol. 15, no. 15, 2022, doi: 10.3390/en15155683.

J. Shen, S. Dusmez, and A. Khaligh, “Optimization of sizing and battery cycle life in battery/ultracapacitor hybrid energy storage systems for electric vehicle applications,” IEEE Trans. Ind. Informatics, vol. 10, no. 4, pp. 2112–2121, 2014, doi: 10.1109/TII.2014.2334233.

H. Yu, F. Castelli-Dezza, F. Cheli, X. Tang, X. Hu, and X. Lin, “Dimensioning and Power Management of Hybrid Energy Storage Systems for Electric Vehicles with Multiple Optimization Criteria,” IEEE Trans. Power Electron., vol. 36, no. 5, pp. 5545–5556, 2021, doi: 10.1109/TPEL.2020.3030822.

S. Bae, S. U. Jeon, and J.-W. Park, “A Study on Optimal Sizing and Control for Hybrid Energy Storage System with SMES and Battery**This work was supported in part by the National Research Foundation (NRF) of Korea grant funded by the Korea government (MEST) (No. 2011-0028065) and in part by ,” IFAC-PapersOnLine, vol. 48, no. 30, pp. 507–511, 2015, doi: https://doi.org/10.1016/j.ifacol.2015.12.430.

A. Busacca, N. Campagna, V. Castiglia, and R. Miceli, “Optimal sizing for a Battery-Supercapacitor Hybrid Energy Storage System,” 2022 IEEE 13th Int. Symp. Power Electron. Distrib. Gener. Syst. PEDG 2022, no. 1, pp. 1–5, 2022, doi: 10.1109/PEDG54999.2022.9923173.

N. A. Basyarach, V. L. B. Putri, M. F. G. Triyanto, I. M. Y. Negara, and A. Priyadi, “A Mixed-Integer Linear Programming-Based Power Allocation of Supercapacitor-Battery Energy Storage for Off-Grid Applications,” ICT-PEP 2023 - 2023 Int. Conf. Technol. Policy Energy Electr. Power Decarbonizing Power Sect. Oppor. Challenges Renew. Energy Integr. Proc., pp. 162–167, 2023, doi: 10.1109/ICT-PEP60152.2023.10351188.

K. Mongird et al., “Energy Storage Technology and Cost Characterization Report | Department of Energy,” US Dep. Energy, no. July, pp. 1–120, 2019.

H. Fathima and K. Palanisamy, “Optimized Sizing, Selection, and Economic Analysis of Battery Energy Storage for Grid-Connected Wind-PV Hybrid System,” Model. Simul. Eng., vol. 2015, 2015, doi: 10.1155/2015/713530.

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Published

2024-07-30

Issue

Vol. 8 No. 2 (2024): July

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