Off-Grid Power Management for a Home Integrating Electric Vehicle and Photovoltaic System Under Energy Constraints
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Abstract
Energy management is an increasingly studied field, attracting the attention of researchers and industry professionals, particularly in off-grid applications. This study focuses on the sizing, modeling, and control of an off-grid residential home powered by photovoltaic panels and integrated with an electric vehicle. The house uses photovoltaic panels as the main energy source, a battery for energy storage, and an electric vehicle as the main load in the system. Power converters interconnect system components, enabling voltage and current control for efficient energy flow management. The proposed strategy aims to balance energy at the household level, manage the battery state of charge, and ensure the fully charging of the electric vehicle before departure. Key contributions include a control framework that ensures continuous power supply for residential needs while optimizing electric vehicle integration. The approach addresses challenges in electric vehicle charging within isolated energy systems and supports dynamic energy distribution. Results demonstrate that the off-grid system meets energy demands effectively, validating both the sizing methodology and control strategy. The management solution improves energy reliability, enhances user comfort, and contributes to sustainable living by maximizing renewable energy use and ensuring energy autonomy for off-grid households.
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Acharige SSG, Haque ME, Arif MT, Hosseinzadeh N, Hasan KN, Oo AMT. (2023). Review of electric vehicle charging technologies, standards, architectures, and converter configurations. IEEE Access 2023;11:41218–55. doi:10.1109/ACCESS.2023.3267164.
Ali AO, Elgohr AT, El-Mahdy MH, Zohir HM, Emam AZ, Mostafa MG, Al-Razgan M, Kasem HM, Elhadidy MS. (2025). Advancements in photovoltaic technology: A comprehensive review of recent advances and future prospects. Energy Conversion and Management: X 2025;26:100952. doi:10.1016/j.ecmx.2025.100952.
Alyami S. (2024). Management of diverse smart homes: Coordination among controllable loads, EVs, and PVs. Energy Reports 2024;12:5221–33. doi:10.1016/j.egyr.2024.10.030.
Dimitroulis P, Alamaniotis M. (2022). A fuzzy logic energy management system of on-grid electrical system for residential prosumers. Electric Power Systems Research 2022;202:107621. doi: 10.1016/j.epsr.2021.107621.
Goldsworthy MJ, Sethuvenkatraman S. (2018). The off-grid PV-battery powered home revisited; the effects of high efficiency air-conditioning and load shifting. Solar Energy 2018;172:69–77. doi:10.1016/j.solener.2018.02.051.
Gupta A, Suhag S. (2023). Charging station control strategy considering dynamic behaviour of electric vehicles with variable state of charge regulation for energy management of autonomous micro-grid. Journal of Energy Storage 2023;59:106460. doi:10.1016/j.est.2022.106460.
Homan B, ten Kortenaar MV, Hurink JL, Smit GJM. (2019). A realistic model for battery state of charge prediction in energy management simulation tools. Energy, 2019;171:205–17. doi:10.1016/j.energy.2018.12.134.
Hui B, Liang F, Ren F, Zhu S, Su S, Li W, Li Q. (2025). Experimental investigation of a 10 kW photovoltaic power system and lithium battery energy storage system for off-grid electro-hydrogen coupling. Case Studies in Thermal Engineering 2025;68:105877. doi.10.1016/j.csite.2025.105877.
Kafando JG, Yamegueu D, Houdji ET. (2024). Review on sizing and management of stand-alone PV/WIND systems with storage. Heliyon 2024;10(18):e38080. doi:10.1016/j.heliyon.2024.e38080.
Kallel R, Boukettaya G, Krichen L. (2015). Demand side management of household appliances in stand-alone hybrid photovoltaic system. Renewable Energy 2015;81:123-35. doi:10.1016/j.renene.2015.03.024.
Karimianfard H. (2025). A robust optimization framework for smart home energy management: Integrating photovoltaic storage, electric vehicle charging, and demand response. Journal of Energy Storage 2025;110:115259. doi:10.1016/j.est.2024.115259.
Khatib T, Mohamed A, Sopian K. (2013). A review of photovoltaic systems size optimization techniques. Renewable and Sustainable Energy Reviews 2013;22:454–65. doi:10.1016/j.rser.2013.02.023.
Kouka K, Masmoudi A, Abdelkafi A, Krichen L. (2020). Dynamic energy management of an electric vehicle charging station using photovoltaic power. Sustainable Energy, Grids and Networks 2020;24:100402. doi:10.1016/j.segan.2020.100402.
Madaram VG, Biswas PK, Sain C, Thanikanti SB, Balachandran PK. (2024). Advancement of electric vehicle technologies, classification of charging methodologies, and optimization strategies for sustainable development - A comprehensive review. Heliyon 2024;10(20):e39299. doi:10.1016/j.heliyon.2024.e39299.
Majid MA, Kumar J CR, Ahmed A. (2024). Advances in electric vehicles for a self-reliant energy ecosystem and powering a sustainable future in India. e-Prime - Advances in Electrical Engineering, Electronics and Energy 2024;10:100753. doi:10.1016/j.prime.2024.100753.
Masmoudi A, Abdelkafi A, Krichen L, Saidi AS. (2022). An experimental approach for improving stability in DC bus voltage of a stand-alone photovoltaic generator. Energy 2022;257:124797. doi:10.1016/j.energy.2022.124797.
Mohanty S, Panda S, Parida SM, Rout PK, Sahu BK, Bajaj M, Zawbaa HM, Kumar NM, Kamel S. (2022). Demand side management of electric vehicles in smart grids: A survey on strategies, challenges, modeling, and optimization. Energy Reports 2022;8:12466–90. doi:10.1016/j.egyr.2022.09.023.
Ng KS, Moo CS, Chen YP, Hsieh YC. (2009). Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries. Applied Energy 2009;86(9):1506–11. doi: 10.1016/j.apenergy.2008.11.021.
Raj PJ, Prabhu VV, Krishnakumar V, Anand MCJ. (2023). Solar powered charging of fuzzy logic controller (FLC) strategy with battery management system (BMS) method used for electric vehicle (EV). International Journal of Fuzzy Systems 2023;25:2876–88. doi:10.1007/s40815-023-01537-7.
Ridha HM, Hizam H, Mirjalili S, Othman ML, Ya’acob ME, Bin Abdul Wahab NI, Ahmadipour M. (2025). A novel prediction of the PV system output current based on integration of optimized hyperparameters of multi-layer neural networks and polynomial regression models. Next Energy 2025;8:100256. doi:10.1016/j.nxener.2025.100256
Su Z, Dunlap C, Chen P. (2024). Optimal Design of an Off-grid PV Charger System with Second-Life Batteries Considering Performance Degradation. IFAC-PapersOnLine 2024;58:(28):300–5. doi:10.1016/j.ifacol.2025.01.011.
Sudev V, Sindhu MR. (2025). State-of-the-art and future trends in electric vehicle charging infrastructure: A review. Engineering Science and Technology, an International Journal 2025;62:101946. doi:10.1016/j.jestch.2025.101946.
Sunny MR, Ali T, Aghaloo K, Wang K. (2024). Techno-economic feasibility of stand-alone hybrid energy system with battery storage in educational buildings: A case study of Uttara University. Energy and Buildings 2024;304:113852. doi:10.1016/j.enbuild.2023.113852.
Toujani R, Abdelkafi A, Krichen L. (2022). Sizing Photovoltaic/Battery/EV systems for a stand-alone city at Tunisia. 2022 21st International Conference on Sciences and Techniques of Automatic Control and Computer Engineering, December 19-21, Sousse, Tunisia. doi:10.1109/STA56120.2022.10019134.
Tremblay O, Dessaint LA. (2009). Experimental validation of a battery dynamic model for EV applications. World Electric Vehicle Journal 2009;3(2):289–98. doi:10.3390/wevj3020289.
Usman HM, ElShatshat R, El-Hag AH. (2025). Energy management for smart residential homes: A real-time fuzzy logic approach. Electric Power Systems Research 2025;238:111057. doi:10.1016/j.epsr.2024.111057.
Victoria M, Haegel N, Peters IM, Sinton R, Waldau AJ, del Cañizo C, Breyer C, Stocks M, Blakers A, Kaizuka I, Komoto K, Smets A. (2021). Solar photovoltaics is ready to power a sustainable future. Joule 2021;5(5):1041–56. doi:10.1016/j.joule.2021.03.005.
Zafar B, Ben Slama SA. (2022). PV-EV integrated home energy management using vehicle-to-home (V2H) technology and household occupant behaviors. Energy Strategy Reviews 2022;44:101001. doi:10.1016/j.esr.2022.101001.