Towards Sustainable DC Microgrids: Optimised PV-Battery Energy Management Strategy Based on Fuzzy Logic

Authors

DOI:

https://doi.org/10.51646/jsesd.v15i1.950

Keywords:

DC microgrid, hybrid energy systems, EMS, MPPT, fuzzy logic

Abstract

Effective energy management is necessary for reliable power distribution and the best use of resources in DC microgrid hybrid energy systems. This study outlines an energy management method for an autonomous DC microgrid that incorporates a photovoltaic (PV) generator and a battery li-ion coupled to a DC-linkby converters DC/DC, accommodating both DC and AC loads. The photovoltaic generator is linked to a boost converter. This converter is controlled via  a MPPT algorithm that uses perturbation and observation (P&O) to find the best way to get solar power when the amount of sunlight changes. The battery is connected to a buck-boost bidirectional converter at the same time, and a fuzzy logic-based energy management system (EMS) controls how it works.This controller regulates the selection of the battery operating mode (charge/discharge) based on load demand and the state of charge (SOC) of the battery, there by maintaining the stability of the DC-link voltage. The incorporation of MPPT with EMS facilitates efficient load distribution and energy equilibrium, consequently enhancing system performance and reliability.

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

References

A. Tani, M. B. Camara, and B. Dakyo, “Energy management in the decentralized generation systems based on renewable energy sources,” in 2012 International Conference on Renewable Energy Research and Applications (ICRERA), Nagasaki, Japan: IEEE, Nov. 2012, pp. 1–6. https://doi.org/10.1109/ICRERA.2012.6477464.

O. M. Babatunde, J. L. Munda, and Y. Hamam, “A Comprehensive State-of-the-Art Survey on Hybrid Renewable Energy System Operations and Planning,” IEEE Access, vol. 8, pp. 75313–75346, 2020. https://doi.org/10.1109/ACCESS.2020.2988397.

N. Shaukat et al., “Decentralized, Democratized, and Decarbonized Future Electric Power Distribution Grids: A Survey on the Paradigm Shift From the Conventional Power System to Micro Grid Structures,” IEEE Access, vol. 11, pp. 60957–60987, 2023. https://doi.org/10.1109/ACCESS.2023.3284031.

J. Schnidrig, A. Chuat, C. Terrier, F. Maréchal, and M. Margni, “Power to the People: On the Role of Districts in Decentralized Energy Systems,” Energies, vol. 17, no. 7, p. 1718, Apr. 2024. https://doi.org/10.3390/en17071718.

M. Lagouir, A. Badri, and Y. Sayouti, “Solving Multi-Objective Energy Management of a DC Microgrid using Multi-Objective Multiverse Optimization,” Int. J. Renew. Energy Dev., vol. 10, no. 4, pp. 911–922, Nov. 2021. https://doi.org/10.14710/ijred.2021.38909.

S. O. Oyedepo et al., “Assessment of Decentralized Electricity Production from Hybrid Renewable Energy Sources for Sustainable Energy Development in Nigeria,” Open Eng., vol. 9, no. 1, pp. 72–89, Mar. 2019. https://doi.org/10.1515/eng-2019-0009.

G. R. Prudhvi Kumar, D. Sattianadan, and K. Vijayakumar, “A survey on power management strategies of hybrid energy systems in microgrid,” Int. J. Electr. Comput. Eng. IJECE, vol. 10, no. 2, p. 1667, Apr. 2020. https://doi.org/10.11591/ijece.v10i2.pp1667-1673.

Y. E. García Vera, R. Dufo-López, and J. L. Bernal-Agustín, “Energy Management in Microgrids with Renewable Energy Sources: A Literature Review,” Appl. Sci., vol. 9, no. 18, p. 3854, Sep. 2019. https://doi.org/10.3390/app9183854.

A. A. Kamel, H. Rezk, N. Shehata, and J. Thomas, “Energy Management of a DC Microgrid Composed of Photovoltaic/Fuel Cell/Battery/Supercapacitor Systems,” Batteries, vol. 5, no. 3, p. 63, Sep. 2019. https://doi.org/10.3390/batteries5030063.

J. C. León Gómez, S. E. De León Aldaco, and J. Aguayo Alquicira, “A Review of Hybrid Renewable Energy Systems: Architectures, Battery Systems, and Optimization Techniques,” Eng, vol. 4, no. 2, pp. 1446–1467, May 2023. https://doi.org/10.3390/eng4020084.

K. Gandhi and S. K. Gupta, “Operational strategies and electricity market structure of microgrid: A critical review,” Renew. Energy Focus, vol. 39, pp. 163–171, Dec. 2021. https://doi.org/10.1016/j.ref.2021.09.001.

F. S. Al-Ismail, “A Critical Review on DC Microgrids Voltage Control and Power Management,” IEEE Access, vol. 12, pp. 30345–30361, 2024. https://doi.org/10.1109/ACCESS.2024.3369609.

H. Hadi H. Awaji, A. A. Alhussainy, A. H. Alobaidi, S. Alghamdi, S. Alghamdi, and M. Alruwaili, “Real-time energy management simulation for enhanced integration of renewable energy resources in DC microgrids,” Front. Energy Res., vol. 12, p. 1458115, Sep. 2024. https://doi.org/10.3389/fenrg.2024.1458115.

H. Oussama, A. Othmane, H. Mohammed Amine, C. Abdesselam, and S. Mohammed Amine, “Proposed energy management for a decentralized DC-microgrid based PV-WT-HESS for an isolated community,” Int. J. Power Electron. Drive Syst. IJPEDS, vol. 11, no. 4, p. 2073, Dec. 2020. https://doi.org/10.11591/ijpeds.v11.i4.pp2073-2082.

N. Mebarki, T. Rekioua, Z. Mokrani, D. Rekioua, and S. Bacha, “PEM fuel cell/ battery storage system supplying electric vehicle,” Int. J. Hydrog. Energy, vol. 41, no. 45, pp. 20993–21005, Dec. 2016. https://doi.org/10.1016/j.ijhydene.2016.05.208.

A. Prawitasari et al., “A systematic decision-making approach to optimizing microgrid energy sources in rural areas through diesel generator operation and techno-economic analysis: A case study of Baron Technopark in Indonesia,” Int. J. Renew. Energy Dev., vol. 13, no. 2, pp. 315–328, Mar. 2024. https://doi.org/10.61435/ijred.2024.59560.

H. Tiismus, V. Maask, V. Astapov, T. Korõtko, and A. Rosin, “State-of-the-Art Review of Emerging Trends in Renewable Energy Generation Technologies,” IEEE Access, vol. 13, pp. 10820–10843, 2025. https://doi.org/10.1109/ACCESS.2025.3528640.

M. Meliani, A. E. Barkany, I. E. Abbassi, A. M. Darcherif, and M. Mahmoudi, “Energy management in the smart grid: State-of-the-art and future trends,” Int. J. Eng. Bus. Manag., vol. 13, p. 18479790211032920, Jan. 2021. https://doi.org/10.1177/18479790211032920.

Y. Yang, S. Bremner, C. Menictas, and M. Kay, “Modeling and optimal energy management for battery energy storage systems in renewable energy systems: A review,” Renew. Sustain. Energy Rev., vol. 167, p. 112671, Oct. 2022. https://doi.org/10.1016/j.rser.2022.112671.

M. S. Wasim, S. Habib, M. Amjad, A. R. Bhatti, E. M. Ahmed, and M. A. Qureshi, “Battery-Ultracapacitor Hybrid Energy Storage System to Increase Battery Life Under Pulse Loads,” IEEE Access, vol. 10, pp. 62173–62182, 2022. https://doi.org/10.1109/ACCESS.2022.3182468.

C. R. Arunkumar, U. B. Manthati, and P. Srinivas, “Accurate modeling and analysis of battery–supercapacitor hybrid energy storage system in DC microgrid systems,” Energy Syst., vol. 13, no. 4, pp. 1055–1073, Nov. 2022. https://doi.org/10.1007/s12667-021-00467-3.

M. I. Juma, B. M. M. Mwinyiwiwa, C. J. Msigwa, and A. T. Mushi, “Design of a Hybrid Energy System with Energy Storage for Standalone DC Microgrid Application,” Energies, vol. 14, no. 18, p. 5994, Sep. 2021. https://doi.org/10.3390/en14185994.

C. B. Ndeke, M. Adonis, and A. Almaktoof, “Energy management strategy for a hybrid micro-grid system using renewable energy,” Discov. Energy, vol. 4, no. 1, p. 1, Feb. 2024. https://doi.org/10.1007/s43937-024-00025-9.

Z. Roumila, D. Rekioua, and T. Rekioua, “Energy management based fuzzy logic controller of hybrid system wind/photovoltaic/diesel with storage battery,” Int. J. Hydrog. Energy, vol. 42, no. 30, pp. 19525–19535, Jul. 2017. https://doi.org/10.1016/j.ijhydene.2017.06.006.

Y. Boujoudar et al., “Fuzzy logic-based controller of the bidirectional direct current to direct current converter in microgrid,” Int. J. Electr. Comput. Eng. IJECE, vol. 13, no. 5, p. 4789, Oct. 2023. https://doi.org/10.11591/ijece.v13i5.pp4789-4797.

I. Saady, M. Karim, B. Bossoufi, N. El Ouanjli, S. Motahhir, and B. Majout, “Optimization and control of photovoltaic water pumping system using kalman filter based MPPT and multilevel inverter fed DTC-IM,” Results Eng., vol. 17, p. 100829, Mar. 2023. https://doi.org/10.1016/j.rineng.2022.100829.

Modelingmane and T. Bordjiba, “Optimizing Energy Management of Hybrid Battery-Supercapacitor Energy Storage System by Using PSO-Based Fractional Order Controller for Photovoltaic Off-Grid Installation,” J. Eur. Systèmes Autom., vol. 57, no. 2, pp. 465–475, Apr. 2024. https://doi.org/10.18280/jesa.570216.

A. Tani, M. B. Camara, and B. Dakyo, “Energy Management in the Decentralized Generation Systems Based on Renewable Energy—Ultracapacitors and Battery to Compensate the Wind/Load Power Fluctuations,” IEEE Trans. Ind. Appl., vol. 51, no. 2, modeling1827, Mar. 2015. https://doi.org/10.1109/TIA.2014.2354737.

C. J. Q. Teh, M. Drieberg, S. Soeung, and R. Ahmad, “Simple PV Modeling Under Variable Operating Conditions,” IEEE Access, vol. 9, pp. 96546–96558, 2021. https://doi.org/10.1109/ACCESS.2021.3094801.

M. A. Hartani, M. Hamouda, O. Abdelkhalek, A. Benhamou, B. Ali, and S. Mekhilef, “Robust Frequency-Decoupling-Based Power Split of Battery/Supercapacitor Hybrid Energy Storage Systems in DC Microgrids,” in The 1st International Conference on Physics of Semiconductor Devices, Renewable Energies and Environment, Basel Switzerland: MDPI, Jun. 2023, p. 6. https://doi.org/10.3390/psf2023006006.

S. J. Yaqoob, H. Arnoos, M. A. Qasim, E. B. Agyekum, A. Alzahrani, and S. Kamel, “An optimal energy management strategy for a photovoltaic/li-ion battery power system for DC microgrid application,” Front. Energy Res., vol. 10, p. 1066231, Jan. 2023. https://doi.org/10.3389/fenrg.2022.1066231.

K. Kakouche et al., “Model Predictive Direct Torque Control and Fuzzy Logic Energy Management for Multi Power Source Electric Vehicles,” Sensors, vol. 22, no. 15, p. 5669, Jul. 2022. https://doi.org/10.3390/s22155669.

Y. Alidrissi, R. Ouladsine, A. Elmouatamid, and M. Bakhouya, “An Energy Management Strategy for DC Microgrids with PV/Battery Systems,” J. Electr. Eng. Technol., vol. 16, no. 3, pp. 1285–1296, May 2021. https://doi.org/10.1007/s42835-021-00675-y.

K. A. A. Sumarmad, N. Sulaiman, N. I. A. Wahab, and H. Hizam, “Microgrid Energy Management System Based on Fuzzy Logic and Monitoring Platform for Data Analysis,” Energies, vol. 15, no. 11, p. 4125, Jun. 2022. https://doi.org/10.3390/en15114125.

F. Li, Z. Shi, Z. Zhu, and Y. Gan, “Energy Management Strategy for Direct Current Microgrids with Consideration of Photovoltaic Power Tracking Optimization,” Energies, vol. 18, no. 2, p. 252, Jan. 2025. https://doi.org/10.3390/en18020252.

K. A. Al Sumarmad, N. Sulaiman, N. I. A. Wahab, and H. Hizam, “Energy Management and Voltage Control in Microgrids Using Artificial Neural Networks, PID, and Fuzzy Logic Controllers,” Energies, vol. 15, no. 1, p. 303, Jan. 2022. https://doi.org/10.3390/en15010303.

H. Eluri and M. G. Naik, “Energy Management System and Enhancement of Power Quality with Grid Integrated Micro-Grid using Fuzzy Logic Controller,” Int. J. Electr. Electron. Res., vol. 10, no. 2, pp. 256–263, Jun. 2022. https://doi.org/10.37391/ijeer.100234.

A. El Zerk and M. Ouassaid, “Real-Time Fuzzy Logic Based Energy Management System for Microgrid Using Hardware in the Loop,” Energies, vol. 16, no. 5, p. 2244, Feb. 2023. https://doi.org/10.3390/en16052244.

A. Merabet, K. Tawfique Ahmed, H. Ibrahim, R. Beguenane, and A. M. Y. M. Ghias, “Energy Management and Control System for Laboratory Scale Microgrid Based Wind-PV-Battery,” IEEE Trans. Sustain. Energy, vol. 8, no. 1, pp. 145–154, Jan. 2017. https://doi.org/10.1109/TSTE.2016.2587828.

E. Himabindu and M. G. Naik, “Energy Management System for grid integrated microgrid using Fuzzy Logic Controller,” in 2020 IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Prayagraj, India: IEEE, Nov. 2020, pp. 1–6. https://doi.org/10.1109/UPCON50219.2020.9376445.

S. D. Al-Majidi, M. F. Abbod, and H. S. Al-Raweshidy, “A novel maximum power point tracking technique based on fuzzy logic for photovoltaic systems,” Int. J. Hydrog. Energy, vol. 43, no. 31, pp. 14158–14171, Aug. 2018. https://doi.org/10.1016/j.ijhydene.2018.06.002.

A. Saoudi, S. Krim, and M. F. Mimouni, “Maximum Power Point Tracking Controller for Pumping Photovoltaic System Based on Induction Motor,” in 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD), Monastir, Tunisia: IEEE, Mar. 2021, pp. 1264–1270. https://doi.org/10.1109/SSD52085.2021.9429448.

D. Ravi, B. Mallikarjuna Reddy, S. S. L, and P. Samuel, “Bidirectional dc to dc Converters: An Overview of Various Topologies, Switching Schemes and Control Techniques,” Int. J. Eng. Technol., vol. 7, no. 4.5, p. 360, Sep. 2018. https://doi.org/10.14419/ijet.v7i4.5.20107.

B. Madaci, R. Chenni, E. Kurt, and K. E. Hemsas, “Design and control of a stand-alone hybrid power system,” Int. J. Hydrog. Energy, vol. 41, no. 29, pp. 12485–12496, Aug. 2016. https://doi.org/10.1016/j.ijhydene.2016.01.117.

Y.-K. Chen, Y.-C. Wu, C.-C. Song, and Y.-S. Chen, “Design and implementation of energy management system with fuzzy control for DC microgrid systems,” IEEE Trans. Power Electron., vol. 28, no. 4, pp. 1563–1570, Apr. 2013. https://doi.org/10.1109/TPEL.2012.2210446.

H. Mahmood, D. Michaelson, and J. Jiang, “A power management strategy for PV/battery hybrid systems in islanded microgrids,” IEEE J. Emerg. Sel. Topics Power Electron., vol. 2, no. 4, pp. 870–882, Dec. 2014. https://doi.org/10.1109/JESTPE.2014.2334051.

D. Michaelson, H. Mahmood, and J. Jiang, “A predictive energy management system using pre-emptive load shedding for islanded photovoltaic microgrids,” IEEE Trans. Ind. Electron., vol. 64, no. 7, pp. 5440–5448, Jul. 2017. https://doi.org/10.1109/TIE.2017.2677317.

Downloads

Published

2026-08-01

How to Cite

Cheggoufi, N. ., Nour, M. ., Boumediene, S., Abdelfatah, N., & Abdelkrim, B. ali. (2026). Towards Sustainable DC Microgrids: Optimised PV-Battery Energy Management Strategy Based on Fuzzy Logic. Solar Energy and Sustainable Development Journal, 15(1), 27–45. https://doi.org/10.51646/jsesd.v15i1.950

Issue

Section

Articles