Adaptive PI Control of the Hybrid Battery-Supercapacitor Storage in Standalone PV Power System
Received: 3 February 2026 | Revised: 5 March 2026 | Accepted: 23 March 2026 | Online: 6 June 2026
Corresponding author: Ayman Alhejji
Abstract
This study explores how to improve the safety, reliability, and performance of off-grid Photovoltaic (PV) systems integrated with hybrid batteries and Supercapacitors (SCs) by using Adaptive Proportional-Integral (API) controllers. Adaptive hybrid power management is used to ensure the safety and continuity of the electricity supplied to the DC load and reduce voltage fluctuations owing to abnormal operation. The main contribution of this framework is the online API controller used in hybrid power management, which aims to protect the DC-link against damage and achieve faster performance and improved voltage stability of the power output of the generating system. The system architecture was simulated in MATLAB and included an off-grid PV system integrated with batteries and SCs to maintain a stable DC load. The results of the simulation show that the DC-link voltage instability is improved by the API controller compared to the fixed PI controller, which is fine-tuned by various optimization techniques in the case of sudden environmental and load changes.
Keywords:
PI, DC-DC boost converter, DC-DC bidirectional converter, hybrid battery-supercapacitor, energy managementReferences
O. M. Toledo, D. O. Filho, and A. S. A. C. Diniz, "Distributed photovoltaic generation and energy storage systems: A review," Renewable and Sustainable Energy Reviews, vol. 14, no. 1, pp. 506–511, Jan. 2010.
W. C. De Carvalho, R. P. Bataglioli, R. A. S. Fernandes, and D. V. Coury, "Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage," Electric Power Systems Research, vol. 184, July 2020, Art. no. 106287.
J.-K. Lee and J.-R. Yoon, "Effect of Electric Properties according to Volume Ratio of Supercapacitor and Battery Capacitor in Hybrid Energy Storage System," Coatings, vol. 13, no. 8, July 2023, Art. no. 1316.
E. Lim, C. Jo, and J. Lee, "A mini review of designed mesoporous materials for energy-storage applications: from electric double-layer capacitors to hybrid supercapacitors," Nanoscale, vol. 8, no. 15, pp. 7827–7833, 2016.
A. Lahyani, P. Venet, A. Guermazi, and A. Troudi, "Battery/Supercapacitors Combination in Uninterruptible Power Supply (UPS)," IEEE Transactions on Power Electronics, vol. 28, no. 4, pp. 1509–1522, Apr. 2013.
C. Y. Yee, N. Shafiabady, and D. Isa, "Optimal Sizing Supercapacitor-battery Hybrid Energy Storage System in Solar Application using the Genetic Algorithms," International Journal of Robotics and Mechatronics, vol. 1, no. 1, pp. 44–52, June 2014.
N. Regis, C. M. Muriithi, and L. Ngoo, "Optimal Battery Sizing of a Grid-Connected Residential Photovoltaic System for Cost Minimization using PSO Algorithm," Engineering, Technology & Applied Science Research, vol. 9, no. 6, pp. 4905–4911, Dec. 2019.
H. Liu, X. Liu, S. Wang, H.-K. Liu, and L. Li, "Transition metal based battery-type electrodes in hybrid supercapacitors: A review," Energy Storage Materials, vol. 28, pp. 122–145, June 2020.
A. Afif, S. M. Rahman, A. Tasfiah Azad, J. Zaini, M. A. Islan, and A. K. Azad, "Advanced materials and technologies for hybrid supercapacitors for energy storage – A review," Journal of Energy Storage, vol. 25, Oct. 2019, Art. no. 100852.
S. Koohi-Fayegh and M. A. Rosen, "A review of energy storage types, applications and recent developments," Journal of Energy Storage, vol. 27, Feb. 2020, Art. no. 101047.
Q. Zhang, L. Wang, G. Li, and Y. Liu, "A real-time energy management control strategy for battery and supercapacitor hybrid energy storage systems of pure electric vehicles," Journal of Energy Storage, vol. 31, Oct. 2020, Art. no. 101721.
P. Singh and J. S. Lather, "Power management and control of a grid-independent DC microgrid with hybrid energy storage system," Sustainable Energy Technologies and Assessments, vol. 43, Feb. 2021, Art. no. 100924.
M. K. Senapati, K. Al Jaafaari, K. Al Hosani, and U. R. Muduli, "Flexible Control Approach for DC Microgrid Oriented Electric Vehicle Charging Station," in 2023 IEEE IAS Global Conference on Renewable Energy and Hydrogen Technologies (GlobConHT), Male, Maldives, Mar. 2023, pp. 1–6.
B. A. Taye and N. B. D. Choudhury, "A new control method of hybrid energy storage system for DC microgrid application," Energy Storage, vol. 6, no. 1, Feb. 2024, Art. no. e564.
D. Bazargan, B. Bahrani, and S. Filizadeh, "Reduced Capacitance Battery Storage DC-Link Voltage Regulation and Dynamic Improvement Using a Feedforward Control Strategy," IEEE Transactions on Energy Conversion, vol. 33, no. 4, pp. 1659–1668, Dec. 2018.
Z. Yang, J. Han, X. Zhou, and T. Tang, "DC-Link Voltage Suppression and Dynamic Improvement of Battery Charging and Discharging System with Feedforward Compensation," in 2023 IEEE 14th International Symposium on Power Electronics for Distributed Generation Systems (PEDG), Shanghai, China, June 2023, pp. 543–547.
N. Eghtedarpour and E. Farjah, "Distributed charge/discharge control of energy storages in a renewable‐energy‐based DC micro‐grid," IET Renewable Power Generation, vol. 8, no. 1, pp. 45–57, Jan. 2014.
A. Guichi, A. Talha, E. M. Berkouk, and S. Mekhilef, "Energy management and performance evaluation of grid connected PV-battery hybrid system with inherent control scheme," Sustainable Cities and Society, vol. 41, pp. 490–504, Aug. 2018.
M. P. Bonkile and V. Ramadesigan, "Power management control strategy using physics-based battery models in standalone PV-battery hybrid systems," Journal of Energy Storage, vol. 23, pp. 258–268, June 2019.
J. Liu, X. Chen, S. Cao, and H. Yang, "Overview on hybrid solar photovoltaic-electrical energy storage technologies for power supply to buildings," Energy Conversion and Management, vol. 187, pp. 103–121, May 2019.
Y. Y. Chia, L. H. Lee, N. Shafiabady, and D. Isa, "A load predictive energy management system for supercapacitor-battery hybrid energy storage system in solar application using the Support Vector Machine," Applied Energy, vol. 137, pp. 588–602, Jan. 2015.
S. Chakraborty, G. Modi, and B. Singh, "A Cost Optimized-Reliable-Resilient-Realtime- Rule-Based Energy Management Scheme for a SPV-BES-Based Microgrid for Smart Building Applications," IEEE Transactions on Smart Grid, vol. 14, no. 4, pp. 2572–2581, July 2023.
B. A. Taye and N. B. D. Choudhury, "Adaptive filter based method for hybrid energy storage system management in DC microgrid," e-Prime - Advances in Electrical Engineering, Electronics and Energy, vol. 5, Sept. 2023, Art. no. 100259.
A. G. Khairalla et al., "Enhanced control strategy and energy management for a photovoltaic system with hybrid energy storage based on self-adaptive bonobo optimization," Frontiers in Energy Research, vol. 11, Nov. 2023, Art. no. 1283348.
A. Thakur and L. M. Saini, "A voltage and state of charge control technique for battery-supercapacitor hybrid energy storage system for standalone photovoltaic application," in 2015 International Conference on Energy, Power and Environment: Towards Sustainable Growth (ICEPE), Shillong, India, June 2015, pp. 1–6.
A. M. Humada, A. M. Aaref, H. M. Hamada, M. H. Sulaiman, N. Amin, and S. Mekhilef, "Modeling and characterization of a grid-connected photovoltaic system under tropical climate conditions," Renewable and Sustainable Energy Reviews, vol. 82, pp. 2094–2105, Feb. 2018.
D. Sera, L. Mathe, T. Kerekes, S. V. Spataru, and R. Teodorescu, "On the Perturb-and-Observe and Incremental Conductance MPPT Methods for PV Systems," IEEE Journal of Photovoltaics, vol. 3, no. 3, pp. 1070–1078, July 2013.
X. Dorronsoro, E. Garayalde, U. Iraola, and M. Aizpurua, "Modular battery energy storage system design factors analysis to improve battery-pack reliability," Journal of Energy Storage, vol. 54, Oct. 2022, Art. no. 105256.
S. Kewat, B. Singh, and I. Hussain, "Power management in PV‐battery‐hydro based standalone microgrid," IET Renewable Power Generation, vol. 12, no. 4, pp. 391–398, Mar. 2018.
R. L. Haupt and S. E. Haupt, Practical Genetic Algorithms, 1st ed. Wiley, 2003.
A. Naveed, E. Zerdali, S. Sonmez, and S. Ayasun, "Optimization of PI Controller Gains using Genetic Algorithm for Time-Delayed Load Frequency Control Systems with Electric Vehicles Aggregator," in 2019 11th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, Nov. 2019, pp. 76–80.
D. K. Meena and S. Chahar, "Speed control of DC servo motor using genetic algorithm," in 2017 International Conference on Information, Communication, Instrumentation and Control (ICICIC), Indore, India, Aug. 2017, pp. 1–7.
P. Bansal and S. S. Gill, "Lightning attachment procedure optimization algorithm for optimal design of digital FIR band stop filter," Measurement: Sensors, vol. 24, Dec. 2022, Art. no. 100590.
M. Ebeed, A. Ali, M. I. Mosaad, and S. Kamel, "An Improved Lightning Attachment Procedure Optimizer for Optimal Reactive Power Dispatch With Uncertainty in Renewable Energy Resources," IEEE Access, vol. 8, pp. 168721–168731, 2020.
N. G. El Sayed, A. M. Yousef, G. El-Saady, M. D. Alanazi, H. A. Ziedan, and M. Abdelsattar, "Artificial intelligent fuzzy control and LAPO algorithm for enhancement LVRT and power quality of grid connected PV/wind hybrid systems," Scientific Reports, vol. 14, Dec. 2024, Art. no. 30475.
A. Alhejji and M. I. Mosaad, "Performance enhancement of grid-connected PV systems using adaptive reference PI controller," Ain Shams Engineering Journal, vol. 12, no. 1, pp. 541–554, Mar. 2021.
Downloads
How to Cite
License
Copyright (c) 2026 Ayman Alhejji

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.
