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Güneş PV entegre hibrit enerji depolama sistemi için kesirli mertebeden PID tabanlı enerji yönetim kontrol şemasının tasarımı ve performans analizi

Year 2025, Volume: 14 Issue: 4

Abstract

Yenilenebilir enerji kaynakları, özellikle güneş fotovoltaik (FV) sistemleri, sürdürülebilirlikleri, erişilebilirlikleri ve çevresel faydaları nedeniyle büyük ilgi görmektedir. Bununla birlikte, güneş enerjisinin kesintili doğası, etkili bir enerji depolama ve yönetim sistemi gerektirmektedir. Bir batarya ile bir süperkapasitörün birleştirilmesiyle oluşan hibrit enerji depolama sistemi (HEDS), fazla enerjiyi etkili bir şekilde depolayarak ve güç dalgalanmalarını dengeleyerek umut verici bir çözüm sunmaktadır. Süperkapasitör, ani güç değişimlerini karşılamak için hızlı şarj/deşarj özellikleri sağlarken, batarya uzun süreli depolama için yüksek enerji yoğunluğu sunmaktadır. Çift yönlü DC-DC dönüştürücü (ÇYDD), güneş FV entegreli HEDS ile yük arasındaki enerji alışverişini kolaylaştırmada kritik bir rol oynamaktadır. Bu çalışma, ÇYDD kullanan güneş PV entegreli bir HEDS için enerji yönetim kontrol şemasının tasarımını ve performans analizini sunmaktadır. Bu bağlamda, kesirli mertebeli PID (KMPID) tabanlı bir enerji yönetim kontrol şeması tasarlanmış ve PI kontrolör ile karşılaştırılmıştır. Tasarlanan kontrolörün dinamik tepkisini ve genel performansını değerlendirmek için çeşitli çalışma koşulları altında simülasyon testleri gerçekleştirilmiştir. Karşılaştırmalı simülasyon sonuçları, KMPID kontrolörünün PI kontrolörüne göre daha iyi performans sergilediğini göstermektedir. Ayrıca, tasarlanan enerji yönetim kontrol şeması ile FV kaynağı, depolama bileşenleri ve yük arasında enerji transferi etkin bir şekilde yönetilmektedir.

References

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  • M. Shafiullah, S. D. Ahmed and F. A. Al-Sulaiman, Grid Integration Challenges and Solution Strategies for Solar PV Systems: A Review, IEEE Access, 10, 52233–52257, 2022. https://doi.org/10.1109/ACCE SS.2022.3174555.
  • M. Morey, N. Gupta, M. M. Garg and A. Kumar, A comprehensive review of grid-connected solar photovoltaic system: Architecture, control, and ancillary services, Renewable Energy Focus, 45, 307–330, 2023. https://doi.org/10.1016/j.ref.2023.0 4.009.
  • T. B. Nkwanyana, M. W. Siti, Z. Wang, I. Toudjeu, N. T. Mbungu and W. Mulumba, An assessment of hybrid-energy storage systems in the renewable environments, Journal of Energy Storage, 72, 2023. https://doi.org/10.1016/j.est.2023.108307.
  • D. Lemian and F. Bode, Battery-Supercapacitor Energy Storage Systems for Electrical Vehicles: A Review, Energies, 15, 2022. https://doi.org/10.339 0/en15155683.
  • T. Sutikno, W. Arsadiando, A. Wangsupphaphol, A. Yudhana and M. Facta, A Review of Recent Advances on Hybrid Energy Storage System for Solar Photovoltaics Power Generation, IEEE Access, 10, 42346–42364, 2022. https://doi.org/10. 1109/ACCESS.2022.3165798.
  • D. K. Biswas and P. P. Singh, DC Microgrid Power Management by Cascaded PI Control of HESS, 4th International Conference on Energy, Power, and Environment, pp. 1–5, Shillong, India, 2022. https ://doi.org/10.1109/ICEPE55035.2022.9798278
  • S. Pattnaik, M. R. Kumar, S. K. Mishra and S. P. Gautam, Enhanced Control Approach for PV Hybrid Energy Storage System With Supercapacitors Using Fuzzy MPPT Technique and Optimally Tuned Fractional Controllers, Energy Storage, 7 (2), 2025. https://doi.org/10.1002/est2.7 0147.
  • C. J. Jena, P. K. Ray, G. Panda and S. Nandkeolyar, Power Quality Enhancement and Power Management of PV-HESS based Grid-tied Microgrid using Model Predictive Control Approach, IEEE Transactions on Industry Applications, 61 (2), 3424-3434, 2025. https://doi. org/10.1109/TIA.2024.3523876.
  • M. Kurtoǧlu and F. Eroǧlu, Design and simulation of bidirectional DC-DC converter topology for battery applications, E3S Web of Conferences, 551, 2024. https://doi.org/10.1051/e3sconf/2024551030 02.
  • M. A. Alam, A. F. Minai and F. I. Bakhsh, Isolated bidirectional DC-DC Converter: A topological review, e-Prime-Advances in Electrical Engineering, Electronics and Energy, 8, 2024. https ://doi.org/10.1016/j.prime.2024.100594.
  • S. Kotra and M. K. Mishra, Design and stability analysis of DC microgrid with hybrid energy storage system, IEEE Transactions on Sustainable Energy, 10 (3), 1603–1612, 2019. https://doi.org/ 10.1109/TSTE.2019.2891255.
  • R. K. Majji, J. P. Mishra and A. A. Dongre, MPC-based DC microgrid integrated series active power filter for voltage quality improvement in distribution system, International Journal of Circuit Theory and Applications, 51 (3), 1349–1371, 2023. https://doi.org/10.1002/cta.3470.
  • M. M. Mohamed, H. M. El Zoghby, S. M. Sharaf and M. A. Mosa, Optimal virtual synchronous generator control of battery/supercapacitor hybrid energy storage system for frequency response enhancement of photovoltaic/diesel microgrid, Journal of Energy Storage, 51, 2022. https ://doi.org/10.1016/j.est.2022.104317.
  • P. Nambisan, S. Member and M. Khanra, Optimal Energy Management of Battery Supercapacitor Aided Solar PV Powered Agricultural Feed Mill Using Pontryagin’s Minimum Principle, IEEE Transactions on Power Electronics, 37 (2), 2216–2225, 2022. https://doi.org/10.1109/TPEL.2021.31 04347.
  • J. Meng, Y. Sun, Y. Wang, P. Zhao, B. Liu and K. Wang, Cooperative adaptive inertial control for PV and energy storage units with multiple constraints, IET Renewable Power Generation, 16, 2076–2087, 2022. https://doi.org/10.1049/rpg2.12488.
  • G. V. B. Kumar, K. Palanisamy, P. Sanjeevikumar and S. M. Muyeen, Analysis of control strategies for smoothing of solar PV fluctuations with storage devices, Energy Reports, 9, 163–177, 2023. https:// doi.org/10.1016/j.egyr.2022.11.176.
  • Z. Zhao, Improved fuzzy logic control-based energy management strategy for hybrid power system of FC/PV/battery/SC on tourist ship, International Journal of Hydrogen Energy, 47 (16), 9719–9734, 2022. https://doi.org/10.1016/j.ijhyden e.2022.01.040.
  • R. Katuri and S. Gorantla, Design and Comparative Analysis of Controllers Implemented to Hybrid Energy Storage System Based Solar-powered Electric Vehicle, IETE Journal of Research, 69 (7), 2021. https://doi.org/10.1080/03772063.2021.194 1328.
  • A. Chirayarukil Raveendran and U. B. Manthati, Dynamic Power Sharing Assisted Hybrid Controller for PV Fed Isolated dc Microgrid, IEEE Systems Journal, 17 (1), 1087–1097, 2023. https:// doi.org/10.1109/JSYST.2022.3195812.
  • A. Gupta and D. K. Yadav, Fractional Order PID Controller based DC-DC Boost Converter for Efficient Electric Vehicles Charging by Solar PV Plant, 2021 2nd Global Conference for Advancement in Technology, Bangalore, India, 2021. https://doi.org/10.1109/GCAT52182.2021.9 587784
  • K. Aseem and S. Selva Kumar, Closed loop control of dc-dc converters using pid and fopid controllers, International Journal of Power Electronics and Drive Systems, 11 (3), 1323–1332, 2020. https:// doi.org/10.11591/ijpeds.v11.i3.pp1323-1332
  • D. Murugesan, K. Jagatheesan, P. Shah and R. Sekhar, Fractional order PIλDμ controller for microgrid power system using cohort intelligence optimization, Results in Control and Optimization, 11, 2023. https://doi.org/10.1016/j.rico.2023.10021 8.
  • M. B. F. Ahsan, S. Mekhilef, T. K. Soon, M. B. Mubin, P. Shrivastava and M. Seyedmahmoudian, Lithium-ion battery and supercapacitor-based hybrid energy storage system for electric vehicle applications: A review, International Journal of Energy Research, 46 (14), 19826–19854, 2022. https://doi.org/10.1002/er.8439.
  • A. Gil-Velasco and C. Aguilar-Castillo, A modification of the perturb and observe method to improve the energy harvesting of pv systems under partial shading conditions, Energies, 14 (9), 2021. https://doi.org/10.3390/en14092521.
  • M. Awad, A. M. Ibrahim, Z. M. Alaas, A. El-Shahat and A. I. Omar, Design and analysis of an efficient photovoltaic energy-powered electric vehicle charging station using perturb and observe MPPT algorithm, Frontiers in Energy Research, 10, 2022. https://doi.org/10.3389/fenrg.2022.969482.
  • M. A. Hannan, M. S. Mollik, Ali Q. Al-Shetwi, S. A. Rahman, M. Mansor, R. A. Begum, K. M. Muttaqi and Z. Y. Dong, Vehicle to grid connected technologies and charging strategies: Operation, control, issues and recommendations, Journal of Cleaner Production, 339, 2022. https://doi.org/ 10.1016/j.jclepro.2022.130587.
  • S. Aragon-Aviles, A. H. Kadam, T. Sidhu, and S. S. Williamson, Modeling, Analysis, Design, and Simulation of a Bidirectional DC-DC Converter with Integrated Snow Removal Functionality for Solar PV Electric Vehicle Charger Applications, Energies, 15 (8), 2022. https://doi.org/10.3390/en1 5082961.
  • R. Hasan, M. S. Masud, N. Haque and M. R. Abdussami, Frequency control of nuclear-renewable hybrid energy systems using optimal PID and FOPID controllers, Heliyon, 8 (11), 2022. https://doi.org/10.1016/j.heliyon.2022.e11770.
  • M. Alilou, H. Azami, A. Oshnoei, B. Mohammadi-Ivatloocand R. Teodorescu, Fractional-Order Control Techniques for Renewable Energy and Energy-Storage-Integrated Power Systems: A Review, Fractal and Fractional, 7 (5), 2023. https:// doi.org/10.3390/fractalfract7050391.
  • S. Punna and U. B. Manthati, Optimum design and analysis of a dynamic energy management scheme for HESS in renewable power generation applications, SN Applied Sciences, 2 (3), 2020. https://doi.org/10.1007/s42452-020-2313-3.

Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system

Year 2025, Volume: 14 Issue: 4

Abstract

Renewable energy sources, especially solar photovoltaic (PV) systems, have gained wide attention owing to their sustainability, availability and environmental benefits. Nevertheless, the intermittent nature of solar energy requires an effective energy storage and management system. A hybrid energy storage system (HESS), which combines a battery and a supercapacitor, provides a promising solution by effectively storing excess energy and balancing power fluctuations. While supercapacitor provides fast charge/discharge capabilities to handle sudden power variations, battery offers high energy density for long-term storage. A bidirectional DC-DC converter (BDC) plays a critical role in facilitating energy exchange between the solar PV-integrated HESS and the load. This study presents the design and performance analysis of an energy management control scheme for solar PV-integrated HESS using a BDC. In this context, fractional order PID (FOPID) based energy management control scheme is designed and compared to the PI controller. To evaluate the dynamic response and overall performance of the designed controller, simulation tests are conducted under various operating conditions. Comparative simulation results demonstrate that FOPID controller shows a better performance than PI controller. Also, energy transfer effectively is managed using the designed energy management control scheme between the PV source, storage components and load.

References

  • T. Z. Ang, M. Salem, M. Kamarol, H. S. Das, M. A. Nazari and N. Prabaharan, A comprehensive study of renewable energy sources: Classifications, challenges and suggestions, Energy Strategy Reviews, 43, 2022. https://doi.org/10.1016/j.esr.20 22.100939.
  • S. Algarni, V. Tirth, T. Alqahtani, S. Alshehery and P. Kshirsagar, Contribution of renewable energy sources to the environmental impacts and economic benefits for sustainable development, Sustainable Energy Technologies and Assessments, 56, 2023. https://doi.org/10.1016/j.seta.2023.103098.
  • M. Shafiullah, S. D. Ahmed and F. A. Al-Sulaiman, Grid Integration Challenges and Solution Strategies for Solar PV Systems: A Review, IEEE Access, 10, 52233–52257, 2022. https://doi.org/10.1109/ACCE SS.2022.3174555.
  • M. Morey, N. Gupta, M. M. Garg and A. Kumar, A comprehensive review of grid-connected solar photovoltaic system: Architecture, control, and ancillary services, Renewable Energy Focus, 45, 307–330, 2023. https://doi.org/10.1016/j.ref.2023.0 4.009.
  • T. B. Nkwanyana, M. W. Siti, Z. Wang, I. Toudjeu, N. T. Mbungu and W. Mulumba, An assessment of hybrid-energy storage systems in the renewable environments, Journal of Energy Storage, 72, 2023. https://doi.org/10.1016/j.est.2023.108307.
  • D. Lemian and F. Bode, Battery-Supercapacitor Energy Storage Systems for Electrical Vehicles: A Review, Energies, 15, 2022. https://doi.org/10.339 0/en15155683.
  • T. Sutikno, W. Arsadiando, A. Wangsupphaphol, A. Yudhana and M. Facta, A Review of Recent Advances on Hybrid Energy Storage System for Solar Photovoltaics Power Generation, IEEE Access, 10, 42346–42364, 2022. https://doi.org/10. 1109/ACCESS.2022.3165798.
  • D. K. Biswas and P. P. Singh, DC Microgrid Power Management by Cascaded PI Control of HESS, 4th International Conference on Energy, Power, and Environment, pp. 1–5, Shillong, India, 2022. https ://doi.org/10.1109/ICEPE55035.2022.9798278
  • S. Pattnaik, M. R. Kumar, S. K. Mishra and S. P. Gautam, Enhanced Control Approach for PV Hybrid Energy Storage System With Supercapacitors Using Fuzzy MPPT Technique and Optimally Tuned Fractional Controllers, Energy Storage, 7 (2), 2025. https://doi.org/10.1002/est2.7 0147.
  • C. J. Jena, P. K. Ray, G. Panda and S. Nandkeolyar, Power Quality Enhancement and Power Management of PV-HESS based Grid-tied Microgrid using Model Predictive Control Approach, IEEE Transactions on Industry Applications, 61 (2), 3424-3434, 2025. https://doi. org/10.1109/TIA.2024.3523876.
  • M. Kurtoǧlu and F. Eroǧlu, Design and simulation of bidirectional DC-DC converter topology for battery applications, E3S Web of Conferences, 551, 2024. https://doi.org/10.1051/e3sconf/2024551030 02.
  • M. A. Alam, A. F. Minai and F. I. Bakhsh, Isolated bidirectional DC-DC Converter: A topological review, e-Prime-Advances in Electrical Engineering, Electronics and Energy, 8, 2024. https ://doi.org/10.1016/j.prime.2024.100594.
  • S. Kotra and M. K. Mishra, Design and stability analysis of DC microgrid with hybrid energy storage system, IEEE Transactions on Sustainable Energy, 10 (3), 1603–1612, 2019. https://doi.org/ 10.1109/TSTE.2019.2891255.
  • R. K. Majji, J. P. Mishra and A. A. Dongre, MPC-based DC microgrid integrated series active power filter for voltage quality improvement in distribution system, International Journal of Circuit Theory and Applications, 51 (3), 1349–1371, 2023. https://doi.org/10.1002/cta.3470.
  • M. M. Mohamed, H. M. El Zoghby, S. M. Sharaf and M. A. Mosa, Optimal virtual synchronous generator control of battery/supercapacitor hybrid energy storage system for frequency response enhancement of photovoltaic/diesel microgrid, Journal of Energy Storage, 51, 2022. https ://doi.org/10.1016/j.est.2022.104317.
  • P. Nambisan, S. Member and M. Khanra, Optimal Energy Management of Battery Supercapacitor Aided Solar PV Powered Agricultural Feed Mill Using Pontryagin’s Minimum Principle, IEEE Transactions on Power Electronics, 37 (2), 2216–2225, 2022. https://doi.org/10.1109/TPEL.2021.31 04347.
  • J. Meng, Y. Sun, Y. Wang, P. Zhao, B. Liu and K. Wang, Cooperative adaptive inertial control for PV and energy storage units with multiple constraints, IET Renewable Power Generation, 16, 2076–2087, 2022. https://doi.org/10.1049/rpg2.12488.
  • G. V. B. Kumar, K. Palanisamy, P. Sanjeevikumar and S. M. Muyeen, Analysis of control strategies for smoothing of solar PV fluctuations with storage devices, Energy Reports, 9, 163–177, 2023. https:// doi.org/10.1016/j.egyr.2022.11.176.
  • Z. Zhao, Improved fuzzy logic control-based energy management strategy for hybrid power system of FC/PV/battery/SC on tourist ship, International Journal of Hydrogen Energy, 47 (16), 9719–9734, 2022. https://doi.org/10.1016/j.ijhyden e.2022.01.040.
  • R. Katuri and S. Gorantla, Design and Comparative Analysis of Controllers Implemented to Hybrid Energy Storage System Based Solar-powered Electric Vehicle, IETE Journal of Research, 69 (7), 2021. https://doi.org/10.1080/03772063.2021.194 1328.
  • A. Chirayarukil Raveendran and U. B. Manthati, Dynamic Power Sharing Assisted Hybrid Controller for PV Fed Isolated dc Microgrid, IEEE Systems Journal, 17 (1), 1087–1097, 2023. https:// doi.org/10.1109/JSYST.2022.3195812.
  • A. Gupta and D. K. Yadav, Fractional Order PID Controller based DC-DC Boost Converter for Efficient Electric Vehicles Charging by Solar PV Plant, 2021 2nd Global Conference for Advancement in Technology, Bangalore, India, 2021. https://doi.org/10.1109/GCAT52182.2021.9 587784
  • K. Aseem and S. Selva Kumar, Closed loop control of dc-dc converters using pid and fopid controllers, International Journal of Power Electronics and Drive Systems, 11 (3), 1323–1332, 2020. https:// doi.org/10.11591/ijpeds.v11.i3.pp1323-1332
  • D. Murugesan, K. Jagatheesan, P. Shah and R. Sekhar, Fractional order PIλDμ controller for microgrid power system using cohort intelligence optimization, Results in Control and Optimization, 11, 2023. https://doi.org/10.1016/j.rico.2023.10021 8.
  • M. B. F. Ahsan, S. Mekhilef, T. K. Soon, M. B. Mubin, P. Shrivastava and M. Seyedmahmoudian, Lithium-ion battery and supercapacitor-based hybrid energy storage system for electric vehicle applications: A review, International Journal of Energy Research, 46 (14), 19826–19854, 2022. https://doi.org/10.1002/er.8439.
  • A. Gil-Velasco and C. Aguilar-Castillo, A modification of the perturb and observe method to improve the energy harvesting of pv systems under partial shading conditions, Energies, 14 (9), 2021. https://doi.org/10.3390/en14092521.
  • M. Awad, A. M. Ibrahim, Z. M. Alaas, A. El-Shahat and A. I. Omar, Design and analysis of an efficient photovoltaic energy-powered electric vehicle charging station using perturb and observe MPPT algorithm, Frontiers in Energy Research, 10, 2022. https://doi.org/10.3389/fenrg.2022.969482.
  • M. A. Hannan, M. S. Mollik, Ali Q. Al-Shetwi, S. A. Rahman, M. Mansor, R. A. Begum, K. M. Muttaqi and Z. Y. Dong, Vehicle to grid connected technologies and charging strategies: Operation, control, issues and recommendations, Journal of Cleaner Production, 339, 2022. https://doi.org/ 10.1016/j.jclepro.2022.130587.
  • S. Aragon-Aviles, A. H. Kadam, T. Sidhu, and S. S. Williamson, Modeling, Analysis, Design, and Simulation of a Bidirectional DC-DC Converter with Integrated Snow Removal Functionality for Solar PV Electric Vehicle Charger Applications, Energies, 15 (8), 2022. https://doi.org/10.3390/en1 5082961.
  • R. Hasan, M. S. Masud, N. Haque and M. R. Abdussami, Frequency control of nuclear-renewable hybrid energy systems using optimal PID and FOPID controllers, Heliyon, 8 (11), 2022. https://doi.org/10.1016/j.heliyon.2022.e11770.
  • M. Alilou, H. Azami, A. Oshnoei, B. Mohammadi-Ivatloocand R. Teodorescu, Fractional-Order Control Techniques for Renewable Energy and Energy-Storage-Integrated Power Systems: A Review, Fractal and Fractional, 7 (5), 2023. https:// doi.org/10.3390/fractalfract7050391.
  • S. Punna and U. B. Manthati, Optimum design and analysis of a dynamic energy management scheme for HESS in renewable power generation applications, SN Applied Sciences, 2 (3), 2020. https://doi.org/10.1007/s42452-020-2313-3.
There are 32 citations in total.

Details

Primary Language English
Subjects Electrical Energy Storage, Photovoltaic Power Systems, Power Electronics
Journal Section Articles
Authors

Mehmet Kurtoğlu 0000-0001-8713-6872

Early Pub Date October 3, 2025
Publication Date October 11, 2025
Submission Date June 3, 2025
Acceptance Date August 29, 2025
Published in Issue Year 2025 Volume: 14 Issue: 4

Cite

APA Kurtoğlu, M. (2025). Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 14(4).
AMA Kurtoğlu M. Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system. NOHU J. Eng. Sci. October 2025;14(4).
Chicago Kurtoğlu, Mehmet. “Design and Performance Analysis of Fractional Order PID Based Energy Management Control Scheme for Solar PV-Integrated Hybrid Energy Storage System”. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi 14, no. 4 (October 2025).
EndNote Kurtoğlu M (October 1, 2025) Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi 14 4
IEEE M. Kurtoğlu, “Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system”, NOHU J. Eng. Sci., vol. 14, no. 4, 2025.
ISNAD Kurtoğlu, Mehmet. “Design and Performance Analysis of Fractional Order PID Based Energy Management Control Scheme for Solar PV-Integrated Hybrid Energy Storage System”. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi 14/4 (October2025).
JAMA Kurtoğlu M. Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system. NOHU J. Eng. Sci. 2025;14.
MLA Kurtoğlu, Mehmet. “Design and Performance Analysis of Fractional Order PID Based Energy Management Control Scheme for Solar PV-Integrated Hybrid Energy Storage System”. Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol. 14, no. 4, 2025.
Vancouver Kurtoğlu M. Design and performance analysis of fractional order PID based energy management control scheme for solar PV-integrated hybrid energy storage system. NOHU J. Eng. Sci. 2025;14(4).

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