Development of a Hybrid Solar Cell–Battery System with Integrated Supercapacitor and AI- Based Energy Management – A Literature Review


Authors : Usha Kawmadie; Rumesh Deshapriya

Volume/Issue : Volume 10 - 2025, Issue 9 - September


Google Scholar : https://tinyurl.com/k6pramca

Scribd : https://tinyurl.com/mr469dvf

DOI : https://doi.org/10.38124/ijisrt/25sep1551

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Abstract : Hybrid energy storage systems (HESS) that combine batteries and supercapacitors are increasingly deployed in off-grid photovoltaic (PV) systems to handle both steady-state energy needs and transient power surges. Concurrently, AI- enabled energy management strategies have emerged to coordinate power sharing and to extend storage lifetime. This review synthesizes recent and closely related studies focusing on PV battery supercapacitor architectures and advanced energy management approaches. Control strategies and reported outcomes are summarized, and cross-cutting insights on sizing, protection constraints, and AI-based control are highlighted. A reference architecture and research agenda for off-grid applications are presented.

Keywords : Hybrid Energy Storage, Supercapacitor, Battery, Photovoltaic Microgrid, Energy Management System, AI, Off-Grid.

References :

  1. Obulesu, Dakka. (2025). Supercapacitor-battery hybrid storage systems to grid-tied photovoltaic setups to improve energy management and system stability. Journal of Information Systems Engineering and Management. 10. 780-788. 10.52783/jisem.v10i38s.6966.
  2. Shah, Heli. (2024). Effective dynamic energy management algorithm for grid-interactive microgrid with hybrid energy storage system. Scientific Reports. 14. 10.1038/s41598-024-70599-w.
  3. Hu, Qin & Xie, Shilong & Zhang, Ji. (2024). Data-based power management control for battery supercapacitor hybrid energy storage system in solar DC-microgrid. Scientific Reports. 14. 10.1038/s41598-024-76830-y.
  4. Rekioua, Djamila & Kakouche, Khoudir & Babqi, Abdulrahman & Mokrani, Zahra & Oubelaid, Adel & Rekioua, Toufik & Azil, Abdelghani & Ali, Enas & Alaboudy, Ali & Abdelwahab, Saad A. Mohamed. (2023). Optimized Power Management Approach for Photovoltaic Systems with Hybrid Battery-Supercapacitor Storage. 10.20944/preprints202308.0605.v1.
  5. Elghanam, Eiman & Sharf, Hazem & Hassan, Mohamed & Osman, Ahmed. (2023). Performance Evaluation of Hybrid Battery–Supercapacitor-Based Energy Storage Systems for Urban-Driven Electric Vehicles. Sustainability. 15. 8747. 10.3390/su15118747.
  6. Coo, Linney & Ke, Wang & Wu, Rui-Xuan & Tripathy, Manoj & Mokhlis, Hazlie & Chua, Kein Huat & Prokhorov, Anton & Nguyen, Thi Ha & Farid, Mohammed & Subiantoro, Alison & Li, Kang & Chong, Benjamin & Azizi, Sadegh & Jahromi, Amir & Xu, Dehong. (2023). Stability evaluation of a grid-tied hybrid wind/PV farm joined with a hybrid energy-storage system. Sustainable Environment Research. 33. 10.1186/s42834-023-00181-y.
  7. Jarraya, Imen & Abdelhedi, Fatma. (2023). An Innovative Power Management Strategy for Hybrid Battery–Supercapacitor Systems in Electric Vehicle. Mathematics. 12. 50. 10.3390/math12010050.
  8. Melkia, Chaouki & Ghoudelbourk, Sihem & Soufi, Youcef & Maamri, Mahmoud & Bayoud, Mebarka. (2022). Battery-Supercapacitor Hybrid Energy Storage Systems for Stand-Alone Photovoltaic. European Journal of Electrical Engineering. 24. 265-271. 10.18280/ejee.245-605.
  9. Dong, Zheng & Zhang, Zhenbin & Li, Zhen & Li, Xuming & Qin, Jiawang & Liang, Chenxuan & Han, Minghao & Yin, Yafei & Bai, Jinzhe & Wang, Chunyue & Wang, Ruiqi. (2022). A Survey of Battery–Supercapacitor Hybrid Energy Storage Systems: Concept, Topology, Control and Application. Symmetry. 14. 1085. 10.3390/sym14061085.
  10. Melkia, Chaouki & Ghoudelbourk, Sihem & Soufi, Youcef & Maamri, Mahmoud & Bayoud, Mebarka. (2022). Battery-Supercapacitor Hybrid Energy Storage Systems for Stand-Alone Photovoltaic. European Journal of Electrical Engineering. 24. 265-271. 10.18280/ejee.245-605.
  11. Udeogu, Chigozie. (2022). A Novel SOC Estimation for Hybrid Energy Pack using Deep Learning. 10.48550/arXiv.2212.12607.
  12. Şahin, Mustafa & Blaabjerg, F.. (2020). A Hybrid PV-Battery/Supercapacitor System and a Basic Active Power Control Proposal in MATLAB/Simulink. Electronics. 9. 129. 10.3390/electronics9010129.
  13. Rajesh, & Vijayakumari, A.. (2020). Hybrid Energy Storage System for Electric Vehicle Using Battery and Ultracapacitor. 10.1007/978-981-15-5558-9_102.
  14. Muh, Erasmus & Tabet, Fouzi. (2018). Comparative analysis of hybrid renewable energy systems for off-grid applications in Southern Cameroons. Renewable Energy. 135. 10.1016/j.renene.2018.11.105.
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Hybrid energy storage systems (HESS) that combine batteries and supercapacitors are increasingly deployed in off-grid photovoltaic (PV) systems to handle both steady-state energy needs and transient power surges. Concurrently, AI- enabled energy management strategies have emerged to coordinate power sharing and to extend storage lifetime. This review synthesizes recent and closely related studies focusing on PV battery supercapacitor architectures and advanced energy management approaches. Control strategies and reported outcomes are summarized, and cross-cutting insights on sizing, protection constraints, and AI-based control are highlighted. A reference architecture and research agenda for off-grid applications are presented.

Keywords : Hybrid Energy Storage, Supercapacitor, Battery, Photovoltaic Microgrid, Energy Management System, AI, Off-Grid.

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Paper Submission Last Date
31 - December - 2025

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