EVALUATING THE IMPACT OF EV INTEGRATION ON DISTRIBUTION NETWORKS USING A VOLTAGE, RELIABILITY, AND POWER LOSS FRAMEWORK
DOI:
https://doi.org/10.55766/sujst9485Keywords:
Charging Stations, Distribution System, Electric Vehicles, Power Loss, Reliability, Voltage StabilityAbstract
Electrical Vehicals have the potential to transform the energy sector, bringing with them advantages for sustainability and new chances for grid optimization. However, the stability, reliability, and effectiveness of distribution networks are also put at risk by this transformation. Therefore, it is crucial to perform thorough analysis of how EV integration may affect distribution networks. The vital importance of impact analyses for EV integration into distribution networks is highlighted in this paper. These evaluations are essential for comprehending and controlling the complex impacts of EV charging on the distribution system. The paper also highlights how impact evaluations help with effective infrastructure planning, improving the integration of renewable energy according to regulatory requirements, and making the most use of already existing assets. This paper examines how the EVs adoption affects distribution network based on three important parameters: voltage instability, power losses and reliability. The IEEE 33 bus test system for ten different scenarios is used for the whole investigation. Additionally, a method for placing EV charging stations on distribution networks based on the analysed grid parameters is proposed. The outcomes show that the VRP (Voltage, Reliability and Power loss) is effective to decide the optimize location for charging station.
References
Adaikkappan, M., & Sathiyamoorthy, N. (2022). Modeling, state of charge estimation, and charging of lithium-ion battery in electric vehicle: A review. International Journal of Energy Research, 46(3), 2141-2165. https://doi.org/10.1002/er.7339
Adetunji, K. E., Hofsajer, I. W., Abu-Mahfouz, A. M., & Cheng, L. (2022). An optimization planning framework for allocating multiple distributed energy resources and electric vehicle charging stations in distribution networks. Applied Energy, 322, 119513. https://doi.org/10.1016/j.apenergy.2022.119513
Belany, P., Hrabovsky, P., & Florkova, Z. (2024). Probability calculation for utilization of photovoltaic energy in electric vehicle charging stations. Energies, 17(5), 1073. https://doi.org/10.3390/en17051073
Bhadra, J., & Chattopadhyay, T. K. (2015). Analysis of distribution network by reliability indices. In 2015 International Conference on Energy, Power and Environment: Towards Sustainable Growth (ICEPE) (pp. 1-5). IEEE. https://doi.org/10.1109/EPETSG.2015.7510094
Bilal, M., & Rizwan, M. (2025). Integration of electric vehicle charging stations and capacitors in distribution systems with vehicle-to-grid facility. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 47(1), 7700-7729. https://doi.org/10.1080/15567036.2021.1923870
Deb, S., Goswami, A. K., Chetri, R. L., & Roy, R. (2021). Impact of plug-in electric vehicle integration in distribution system congestion management. In 2020 3rd International Conference on Energy, Power and Environment: Towards Clean Energy Technologies (pp. 1-6). IEEE. https://doi.org/10.1109/ICEPE50861.2021.9404398
Eid, A., Mohammed, O., & El-Kishky, H. (2022). Efficient operation of battery energy storage systems, electric-vehicle charging stations and renewable energy sources linked to distribution systems. Journal of Energy Storage, 55, 105644. https://doi.org/10.1016/j.est.2022.105644
Fernandez, V., & Pérez, V. (2024). Optimization of electric vehicle charging control in a demand-side management context: A model predictive control approach. Applied Sciences, 14(19), 8736. https://doi.org/10.3390/app14198736
Firouzjah, K. G. (2022). Profit-based electric vehicle charging scheduling: Comparison with different strategies and impact assessment on distribution networks. International Journal of Electrical Power & Energy Systems, 138, 107977. https://doi.org/10.1016/j.ijepes.2022.107977
Gönen, T., Ten, C. W., & Mehrizi-Sani, A. (2024). Electric power distribution engineering. CRC Press.
Grigsby, L. L. (2007). Power system stability and control (1st ed.). CRC Press. https://doi.org/10.1201/9781420009248
Hartvigsson, E., Taljegard, M., Odenberger, M., & Chen, P. (2022). A large-scale high-resolution geographic analysis of impacts of electric vehicle charging on low-voltage grids. Energy, 261, 125180. https://doi.org/10.1016/j.energy.2022.125180
Inala, K. P., Sah, B., Kumar, P., & Bose, S. K. (2021). Impact of V2G communication on grid node voltage at charging station in a smart grid scenario. IEEE Systems Journal, 15(3), 3749-3758. https://doi.org/10.1109/JSYST.2020.3007320
Inci, M., Çelik, Ö., Lashab, A., Bayındır, K. Ç., Vasquez, J. C., & Guerrero, J. M. (2024). Power system integration of electric vehicles: A review on impacts and contributions to the smart grid. Applied Sciences, 14(6), 2246. https://doi.org/10.3390/app14062246
Jones, C. B., Lave, M., Vining, W., & Garcia, B. M. (2021). Uncontrolled electric vehicle charging impacts on distribution electric power systems with primarily residential, commercial or industrial loads. Energies, 14(6), 1688. https://doi.org/10.3390/en14061688
Karim, A. H. A., Ab Kadir, M. Z. A., Azis, N., Norsahperi, N. M. H., & Abda, Z. M. K. (2024). Impact of electric vehicle charging on distribution networks: A review in Malaysia. In 2024 IEEE Sustainable Power and Energy Conference (iSPEC) (pp. 676-680). IEEE. https://doi.org/10.1109/iSPEC59716.2024.10892452
Keser, D., & Poyrazoglu, G. (2020). The impact of electric vehicle charging stations on power distribution grid by statistical and probabilistic simulation. In 2020 2nd Global Power, Energy and Communication Conference (GPECOM) (pp. 143-147). IEEE. https://doi.org/10.1109/GPECOM49333.2020.9247919
Khalid, M. R., Khan, I. A., Hameed, S., Asghar, M. S. J., & Ro, J. (2021). A comprehensive review on structural topologies, power levels, energy storage systems, and standards for electric vehicle charging stations and their impacts on grid. IEEE Access, 9, 128069-128094. https://doi.org/10.1109/ACCESS.2021.3112189
Kim, H. Y., Shin, G. S., Mahseredjian, J., & Kim, C. H. (2024). Voltage stability index (VSI)-based optimal vehicle-to-grid (V2G) charging/discharging strategy in radial distribution system. Journal of Electrical Engineering & Technology, 19(7), 3885-3890. https://doi.org/10.1007/s42835-024-01818-7
Kumar, M., Panda, K. P., Naayagi, R. T., Thakur, R., & Panda, G. (2023). Comprehensive review of electric vehicle technology and its impacts: Detailed investigation of charging infrastructure, power management, and control techniques. Applied Sciences, 13(15), 8919. https://doi.org/10.3390/app13158919
Kumar, R., Singh, D., Singla, M. K., Ali, S. A. M., El-Kenawy, E.-S. M., & Alharbi, A. H. (2025). Optimizing the placement of distributed renewable energy resources in large-scale distribution systems. Journal of Electrical Engineering & Technology, 20(6), 3785-3809. https://doi.org/10.1007/s42835-025-02279-2
Lin, J., Qiu, J., Yang, Y., & Lin, W. (2024). Planning of electric vehicle charging stations considering fuzzy selection of second life batteries. IEEE Transactions on Power Systems, 39(3), 5062-5076. https://doi.org/10.1109/TPWRS.2023.3324001
Malik, F. H., Khan, M. W., Rahman, T. U., Ehtisham, M., Faheem, M., Haider, Z. M., & Lehtonen, M. (2024). A comprehensive review on voltage stability in wind-integrated power systems. Energies, 17(3), 644. https://doi.org/10.3390/en17030644
Mojumder, M. R. H., Ahmed Antara, F., Hasanuzzaman, M., Alamri, B., & Alsharef, M. (2022). Electric vehicle-to-grid (V2G) technologies: Impact on the power grid and battery. Sustainability, 14(21), 13856. https://doi.org/10.3390/su142113856
Pandey, P. K., Kumar, R., Gupta, V., Kanungo, A., & Diwania, S. (2024). An innovative hybrid controller-based combined grid-connected hybrid renewable energy system. Electrical Engineering, 106(6), 7055-7072. https://doi.org/10.1007/s00202-024-02363-2
Rani, G. A., Priya, P. L., Jayan, J., Satheesh, R., & Kolhe, M. L. (2024). Data-driven energy management of an electric vehicle charging station using deep reinforcement learning. IEEE Access, 12, 65956-65966. https://doi.org/10.1109/ACCESS.2024.3398059
Roslan, M. F., Ramachandaramurthy, V. K., Mansor, M., Mokhzani, A. S., Jern, K. P., Begum, R. A., & Hannan, M. A. (2024). Techno-economic impact analysis for renewable energy-based hydrogen storage integrated grid electric vehicle charging stations in different potential locations of Malaysia. Energy Strategy Reviews, 54, 101478. https://doi.org/10.1016/j.esr.2024.101478
Sepehrzad, R., Faraji, M. J., Al-Durra, A., & Sadabadi, M. S. (2024). Enhancing cyber-resilience in electric vehicle charging stations: A multi-agent deep reinforcement learning approach. IEEE Transactions on Intelligent Transportation Systems, 25(11), 18049-18062. https://doi.org/10.1109/TITS.2024.3408238
Shaheen, A. M., El-Sehiemy, R. A., Kamel, S., Elattar, E. E., & Elsayed, A. M. (2021). Improving distribution networks’ consistency by optimal distribution system reconfiguration and distributed generations. IEEE Access, 9, 67186-67200. https://doi.org/10.1109/ACCESS.2021.3076670
Singh, D., Elgeberi, N., Aljaidi, M., Kumar, R., Emhamed, R., & Singla, M. (2025). Optimal location of renewable energy generators in transmission and distribution system of deregulated power sector: A review. Energy Engineering, 122(3), Article 823. https://doi.org/10.32604/ee.2025.059309
Sujatha, M., Kumar, P. M., Vijayalakshmi, K. M., & Kavitha, B. C. (2025). Reliable solar PV on-site generation for EV charging management in commercial buildings using LBO-DTRSRN approach. Electrical Engineering, 107(6), 7103-7114. https://doi.org/10.1007/s00202-024-02813-x
Varghese, S. S., Ali, S. Q., & Joos, G. (2024). Energy management of fast charging and ultra-fast charging stations with distributed energy resources. IEEE Access, 12, 131638-131655. https://doi.org/10.1109/ACCESS.2024.3457687
Xiangning, X., Shun, T., Tianshu, B., & Yonghai, X. (2007). Study on distribution reliability considering voltage sags and acceptable indices. IEEE Transactions on Power Delivery, 22(2), 1003-1008. https://doi.org/10.1109/TPWRD.2006.886770
Yap, K. Y., Chin, H. H., & Klemeš, J. J. (2022). Solar energy-powered battery electric vehicle charging stations: Current development and future prospect review. Renewable and Sustainable Energy Reviews, 169, 112862. https://doi.org/10.1016/j.rser.2022.112862
Zeb, M. Z., Imran, K., Khattak, A., Janjua, A. K., Pal, A., Nadeem, M., Zhang, J., & Khan, S. (2020). Optimal placement of electric vehicle charging stations in the active distribution network. IEEE Access, 8, 68124-68134. https://doi.org/10.1109/ACCESS.2020.2984127
Zhang, C., Xu, Y., Wang, Y., Dong, Z. Y., & Zhang, R. (2022). Three-stage hierarchically-coordinated voltage/var control based on PV inverters considering distribution network voltage stability. IEEE Transactions on Sustainable Energy, 13(2), 868-881. https://doi.org/10.1109/TSTE.2021.3136722








