Model Reference Adaptive Controlled Bidirectional Battery Charger for EVs with Vehicle-to-Grid and grid-to-Vehicle Integration

Authors

  • Mudassirhussain Mahammad, Chandramouli Bethi

Keywords:

Vehicle-to-Grid (V2G), Grid-to-Vehicle (G2V), Bi-directional battery charger, Model Reference Adoptive Controller (MRAC), Electric Vehicle charging.

Abstract

The development of efficient bidirectional battery chargers with both Vehicle-to-Grid (V2G) and Grid-to-Vehicle (G2V) capabilities is required because of the growing popularity of electric cars (EVs). This work presents a controlled bidirectional battery charging system that use an enhanced Marine optimization algorithm-based Model Reference Adaptive Controller (MRAC) to optimize regulation of the grid's and electric vehicles' electrical power flow.  The proposed model is represented in MATLAB/Simulink 2021a, and the results show that assessed under different grid settings. Simulation findings validate that the system sustains balanced ensures dependable transitions among vehicle-to-grid (V2G) and grid-to-vehicle (G2V) operations, efficiently regulates the condition of charge (SOC) during battery charging and discharge, and displays three-phase voltage and current waveforms.  The electrical voltage of the inverter as well as current waveforms demonstrate exceptional efficiency, characterized by few transients, hence facilitating smooth power flow. The findings confirm the practicality of using an adaptive control-based charging method to optimize energy use, promote stability of the grid, as well as make it easier to integrate modern smart grids with electric automobiles. Future enhancements may include real-time hardware deployment and incorporation of renewable energy sources to augment sustainability.

Downloads

Download data is not yet available.

References

W. Wang and Y. Cheng, “Optimal charging scheduling for electric vehicles considering the impact of renewable energy sources,” in 2020 5th Asia Conference on Power and Electrical Engineering (ACPEE), IEEE, 2020, pp. 1150–1154.

M. S. Mastoi et al., “An in-depth analysis of electric vehicle charging station infrastructure, policy implications, and future trends,” Energy Reports, vol. 8, pp. 11504–11529, 2022.

P. Slowik and N. Lutsey, “Expanding the electric vehicle market in US cities,” ICCT Washington, DC, USA, 2017.

Y. A. Alhazmi, H. A. Mostafa, and M. M. A. Salama, “Optimal allocation for electric vehicle charging stations using Trip Success Ratio,” Int. J. Electr. Power Energy Syst., vol. 91, pp. 101–116, 2017.

M. Clemente, M. P. Fanti, and W. Ukovich, “Smart management of electric vehicles charging operations: The vehicle-to-charging station assignment problem,” IFAC Proc. Vol., vol. 47, no. 3, pp. 918–923, 2014.

D. Liu, L. Wang, M. Liu, H. Jia, H. Li, and W. Wang, “Optimal energy storage allocation strategy by coordinating electric vehicles participating in auxiliary service market,” IEEE Access, vol. 9, pp. 95597–95607, 2021.

J. R. Aguero, E. Takayesu, D. Novosel, and R. Masiello, “Modernizing the grid: Challenges and opportunities for a sustainable future,” IEEE Power Energy Mag., vol. 15, no. 3, pp. 74–83, 2017.

G. Buja, M. Bertoluzzo, and C. Fontana, “Reactive power compensation capabilities of V2G-enabled electric vehicles,” IEEE Trans. power Electron., vol. 32, no. 12, pp. 9447–9459, 2017.

V. C. Gungor et al., “Smart grid and smart homes: Key players and pilot projects,” IEEE Ind. Electron. Mag., vol. 6, no. 4, pp. 18–34, 2012.

A. Jain, K. K. Gupta, S. K. Jain, and P. Bhatnagar, “A bidirectional five-level buck PFC rectifier with wide output range for EV charging application,” IEEE Trans. Power Electron., vol. 37, no. 11, pp. 13439–13455, 2022.

P. K. A and H. K. Channi, “A comprehensive review of vehicle-to-grid integration in electric vehicles: Powering the future,” 2024.

G. Sun, Y. Zhang, D. Liao, H. Yu, X. Du, and M. Guizani, “Bus-trajectory-based street-centric routing for message delivery in urban vehicular ad hoc networks,” IEEE Trans. Veh. Technol., vol. 67, no. 8, pp. 7550–7563, 2018.

K. S. R. Sekhar, M. A. Chaudhari, and V. Khadkikar, “Enhanced hybrid converter topology for PV-grid-EV integration,” IEEE Trans. Energy Convers., vol. 38, no. 4, pp. 2634–2646, 2023.

F. Alfaverh, M. Denaï, and Y. Sun, “Optimal vehicle-to-grid control for supplementary frequency regulation using deep reinforcement learning,” Electr. Power Syst. Res., vol. 214, p. 108949, 2023.

Q. Sun, H. Xie, X. Liu, F. Niu, and C. Gan, “Multiport PV-assisted electric-drive-reconstructed bidirectional charger with G2V and V2G/V2L functions for SRM drive-based EV application,” IEEE J. Emerg. Sel. Top. Power Electron., vol. 11, no. 3, pp. 3398–3408, 2023.

V. Rishishwar, A. Raghuwanshi, and A. Ojha, “Single phase Bi-directional Electric vehicle battery charger with G2V, V2G & V2L Technologies,” in 2023 IEEE Renewable Energy and Sustainable E-Mobility Conference (RESEM), IEEE, 2023, pp. 1–6.

R. P. Upputuri and B. Subudhi, “A comprehensive review and performance evaluation of bidirectional charger topologies for V2G/G2V operations in EV applications,” IEEE Trans. Transp. Electrif., vol. 10, no. 1, pp. 583–595, 2023.

V. K. Manickam and K. Dhayalini, “Hybrid optimized control of bidirectional off-board electric vehicle battery charger integrated with vehicle-to-grid,” J. Energy Storage, vol. 86, p. 111008, 2024, doi: https://doi.org/10.1016/j.est.2024.111008.

Y. He, B. Venkatesh, and L. Guan, “Optimal scheduling for charging and discharging of electric vehicles,” IEEE Trans. Smart Grid, vol. 3, no. 3, pp. 1095–1105, 2012.

S. Goel, R. Sharma, and A. K. Rathore, “A review on barrier and challenges of electric vehicle in India and vehicle to grid optimisation,” Transp. Eng., vol. 4, p. 100057, 2021.

Z. Hu, K. Zhan, H. Zhang, and Y. Song, “Pricing mechanisms design for guiding electric vehicle charging to fill load valley,” Appl. Energy, vol. 178, pp. 155–163, 2016.

J. Tan and L. Wang, “Integration of plug-in hybrid electric vehicles into residential distribution grid based on two-layer intelligent optimization,” IEEE Trans. Smart Grid, vol. 5, no. 4, pp. 1774–1784, 2014.

Z. Tan, P. Yang, and A. Nehorai, “An optimal and distributed demand response strategy with electric vehicles in the smart grid,” IEEE Trans. Smart Grid, vol. 5, no. 2, pp. 861–869, 2014.

M. S. B. et al. P. K. Maroti, S. Padmanaban, “‘The state-of-theart of power electronics converters configurations in electric vehicle technologies,’ Power Electronic Devices and Components.,” 2022.

H. Neves de Melo, J. P. Trovão, C. Henggeler Antunes, P. G. Pereirinha, and H. M. Jorge, “An outlook of electric vehicle daily use in the framework of an energy management system,” Manag. Environ. Qual. An Int. J., vol. 26, no. 4, pp. 588–606, 2015.

U. Sri Anjaneyulu, T. Prathyusha, N. Akhilesh Yadav, V. Prasanth Kumar, and N. Madhava Rao, “A Controllable Bidirectional Battery Charger for Electric Vehicle with Energy Management System,” Int. Res. J. Eng. Technol., no. July, 2021.

M. A. Silva, J. P. Trovão, and P. G. Pereirinha, “Implementation of a multiple input DC-DC converter for Electric Vehicle power system,” in Proceedings of the 2011 3rd International Youth Conference on Energetics (IYCE), IEEE, 2011, pp. 1–8.

Downloads

Published

05.04.2024

How to Cite

Mudassirhussain Mahammad. (2024). Model Reference Adaptive Controlled Bidirectional Battery Charger for EVs with Vehicle-to-Grid and grid-to-Vehicle Integration. International Journal of Intelligent Systems and Applications in Engineering, 12(21s), 4916 –. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/7412

Issue

Section

Research Article