Adaptive Frequency-Based Power Management for Off-Grid Hybrid Photovoltaic Converters

Authors

DOI:

https://doi.org/10.18618/REP.e202440

Keywords:

Power Management, Hybrid Energy Storage Systems, Li-Ion Battery, Supercapacitor, Off-Grid Hybrid Photovoltaic Converters, Photovoltaic Systems

Abstract

The intermittency in photovoltaic systems (PV) can lead to power quality issues, especially in off-grid applications. In these cases, adding an energy storage element helps to cope with the intermittency to provide adequate power to the local load. In this scenario, combining Li-Ion batteries and supercapacitors as a hybrid energy storage system (HESS) is powerful due to the battery's high energy density and the supercapacitor's high power density. The HESS demands adequate power management to operate adequately. This paper proposes an adaptive frequency-based power management for a Li-Ion battery and supercapacitor HESS applied to an off-grid PV converter. The main idea of this strategy is to guarantee a smoother current in the battery and reduce the power dissipation in the HESS. The smoother battery current transition helps avoid excessive battery stress and improves lifespan. The proposed strategy is compared with two other strategies. The results show that the proposed approach is more efficient in reducing the HESS' power dissipation and providing smooth current variations to the battery.

Downloads

Download data is not yet available.

Author Biographies

Ezequiel Gonschorowski, Universidade Tecnológica Federal do Paraná

received the B.Sc. degree in electrical engineering from the Federal University of Technology – Paraná (UTFPR), Pato Branco, Brazil, in 2022. Currently, he is pursuing the M.Sc. degree in electrical engineering at UTFPR. His research interest relates to managing hybrid inverters to maximize battery lifespan.

Rafael Cardoso, Universidade Tecnológica Federal do Paraná

received the B.S. degree in electrical engineering from the Federal University of Santa Maria (UFSM), Santa Maria, Brazil, in 2001, the M.Sc. degree in electronic and computer science from the Technological Institute of Aeronautics (ITA), São Paulo, Brazil, in 2003, and the Ph.D. degree in electrical engineering from UFSM, in 2008. Since 2006, he has been with the Federal University of Technology – Paraná (UTFPR), Pato Branco, Brazil, where he is currently a Full Professor. His research interests include automatic control systems, power electronics, power converters control, energy storage systems, smart-grids, and power quality.

Edivan Laercio Carvalho, Tallinn University of Technology

received the B.Sc. and M.Sc. degrees from the Federal University of Technology – Paraná (UTFPR), Pato Branco, Brazil, in 2015, and 2018, respectively, and the Ph.D. degree from Federal University of Santa Maria (UFSM), Santa Maria, Brazil, in 2021, all in electrical engineering. He is currently a Researcher with the Power Electronics Group, Tallinn University of Technology, Tallinn, Estonia. His research interests include high-frequency power converter topologies, netzero energy buildings, and power management systems.

Carlos Marcelo de Oliveira Stein, Tallinn University of Technology

received the B.S., M.S., and Ph.D. degrees in electrical engineering from the Federal University of Santa Maria, Santa Maria, Brazil, in 1996, 1997, and 2003, respectively. Since 2003, he has been with the Federal University of Technology – Paraná (UTFPR), Pato Branco, Brazil, where he is currently a Full Professor. His research interests include high-frequency power converter topologies, distributed generation, power supplies, and soft-switching techniques.

Emerson Giovani Carati, Universidade Tecnológica Federal do Paraná

received the B. S. degree (1996), the Master degree (1999) and Ph.D. degree (2003) in Electrical Engineering from Federal University of Santa Maria, Brazil. Since 2003, he is with the Federal University of Technology – Paraná (UTFPR), Pato Branco, Brazil, where he is a Full Professor. His research interests are related to control of electrical machines drives, distributed power generation and static converters.

Gustavo Weber Denardin, Universidade Tecnológica Federal do Paraná

received the B.S., M.Sc., and Ph.D. degrees in electrical engineering from the Federal University of Santa Maria, RS, Brazil, in 2002, 2004, and 2012, respectively. Since 2005, he has been with the Federal University of Technology – Paraná, Pato Branco, Brazil, where he is currently a Full Professor. His research interests include embedded systems, real-time operating systems, instrumentation, communication systems, wireless sensor/actuator networks, and smart-grids.

Jean Patric da Costa

received the B.S. degree in electrical engineering, and the master's and Ph.D. degrees from the Federal University of Santa Maria, Santa Maria, Brazil, in 2004, 2006, and 2010, respectively. He is currently a Professor with the Department of Electrical Engineering, Federal University of Technology – Paraná, Pato Branco, Brazil. His research interests include control of static converters, smart grids, ancillary services, and distributed generators.

References

W. Jing, C. H. Lai, S. H. W. Wong, M. L. D. Wong, “Battery-supercapacitor hybrid energy storage system in standalone dc micro-grids: a review”, IET Renewable Power Generation, vol. 11, pp. 461–469, Mar. 2017. DOI: https://doi.org/10.1049/iet-rpg.2016.0500

L. N. Santos, G. G. Sousa, G. A. Salvatti, E. G. Carati, J. P. da Costa, R. Cardoso, C. M. O. Stein, Z. L. I. Nadal, “A Distributed Generation Manager with support for Distributed Network Operator Commands”, in 2020 IEEE International Conference on Industrial Technology (ICIT), pp. 810–815, Apr. 2020. DOI: https://doi.org/10.1109/ICIT45562.2020.9067315

S. Hajiaghasi, A. Salemnia, M. Hamzeh, “Hybrid energy storage system for microgrids applications: A review”, Journal of Energy Storage, vol. 21, pp. 543–570, Feb. 2019. DOI: https://doi.org/10.1016/j.est.2018.12.017

T. S. Babu, K. R. Vasudevan, V. K. Ramachandaramurthy, S. B. Sani, S. Chemud, R. M. Lajim, “A Comprehensive Review of Hybrid Energy Storage Systems: Converter Topologies, Control Strategies and Future Prospects”, IEEE Access, vol. 8, pp. 148702–148721, Aug. 2020. DOI: https://doi.org/10.1109/ACCESS.2020.3015919

R. C. de Barros, W. C. S. Amorim, W. d. C. Boaventura, A. F. Cupertino, V. F. Mendes, H. A. Pereira, “Methodology for BESS Design Assisted by Choice Matrix Approach”, Eletrônica de Potência, vol. 29, p. e202412, Jun. 2024. DOI: https://doi.org/10.18618/REP.2005.1.019027

“Hybrid electrochemical energy storage systems: An overview for smart grid and electrified vehicle applications”, Renewable and Sustainable Energy Reviews, vol. 139, p. 110581, Apr. 2021. DOI: https://doi.org/10.1016/j.rser.2020.110581

“A comparison study of different semi-active hybrid energy storage system topologies for electric vehicles”, Journal of Power Sources, vol. 274, pp. 400–411, Jan. 2015. DOI: https://doi.org/10.1016/j.jpowsour.2014.10.061

D. Xu, Q. Liu, W. Yan, W. Yang, “Adaptive Terminal Sliding Mode Control for Hybrid Energy Storage Systems of Fuel Cell, Battery and Supercapacitor”, IEEE Access, vol. 7, pp. 29295–29303, Feb. 2019. DOI: https://doi.org/10.1109/ACCESS.2019.2897015

H. Rezaei, S. E. Abdollahi, S. Abdollahi, S. Filizadeh, “Energy management strategies of battery-ultracapacitor hybrid storage systems for electric vehicles: Review, challenges, and future trends”, Journal of Energy Storage, vol. 53, p. 105045, Sep. 2022. DOI: https://doi.org/10.1016/j.est.2022.105045

E. L. Carvalho, L. V. Bellinaso, R. Cardoso, L. Michels, “Price-Based DC Bus Signaling for Nanogrids Power Management”, in 2021 Brazilian Power Electronics Conference (COBEP), pp. 1–5, Jan. 2021. DOI: https://doi.org/10.1109/COBEP53665.2021.9684069

E. L. Carvalho, L. V. Bellinaso, R. Cardoso, L. Michels, “Distributed Price-Based Power Management for Multibuses DC Nanogrids EEMS”, IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 10, no. 5, pp. 5509–5521, Feb. 2022. DOI: https://doi.org/10.1109/JESTPE.2022.3152101

L. V. Bellinaso, E. L. Carvalho, R. Cardoso, L. Michels, “Price-Response Matrices Design Methodology for Electrical Energy Management Systems Based on DC Bus Signalling”, Energies, vol. 14. DOI: https://doi.org/10.3390/en14061787

F. Naseri, S. Karimi, E. Farjah, E. Schaltz, “Supercapacitor management system: A comprehensive review of modeling, estimation, balancing, and protection techniques”, Renewable and Sustainable Energy Reviews, vol. 155, p. 111913, Mar. 2022. DOI: https://doi.org/10.1016/j.rser.2021.111913

R. Al Badwawi, W. R. Issa, T. K. Mallick, M. Abusara, “Supervisory Control for Power Management of an Islanded AC Microgrid Using a Frequency Signalling-Based Fuzzy Logic Controller”, IEEE Transactions on Sustainable Energy, vol. 10, no. 1, pp. 94–104, Apr. 2019. DOI: https://doi.org/10.1109/TSTE.2018.2825655

H. Liao, J. Peng, Y. Wu, H. Li, Y. Zhou, X. Zhang, Z. Huang, “Adaptive Split-Frequency Quantitative Power Allocation for Hybrid Energy Storage Systems”, IEEE Transactions on Transportation Electrification, vol. 7, no. 4, pp. 2306–2317, 2021. DOI: https://doi.org/10.1109/TTE.2021.3070849

R. Pan, Y. Wu, Y. Wang, J. Chen, L. Wang, “Adaptive power allocation strategy for hybrid energy storage system based on driving pattern recognition”, Journal of Energy Storage, vol. 83, p. 110787, Apr. 2024. DOI: https://doi.org/10.1016/j.est.2024.110787

G. A. Salvatti, E. G. Carati, J. P. d. Costa, R. Cardoso, C. M. Stein, “Integration of electric vehicles in smart grids for optimization and support to distributed generation”, in 2018 13th IEEE International Conference on Industry Applications (INDUSCON), pp. 963–970, Jan. 2018. DOI: https://doi.org/10.1109/INDUSCON.2018.8627290

X. Chen, W. Xie, “Research on Safety Control Method of Power Grid Energy Storage System Based on Neural Network Model”, IEEE Access, vol. 11, pp. 101339–101346, Sep. 2023. DOI: https://doi.org/10.1109/ACCESS.2023.3314588

F. Hartel, T. Bocklisch, “Minimizing Energy Cost in PV Battery Storage Systems Using Reinforcement Learning”, IEEE Access, vol. 11. DOI: https://doi.org/10.1109/ACCESS.2023.3267978

P. Singh, J. S. Lather, “Dynamic power management and control for low voltage DC microgrid with hybrid energy storage system using hybrid bat search algorithm and artificial neural network”, Journal of Energy Storage, vol. 32, p. 101974, Dec. 2020. DOI: https://doi.org/10.1016/j.est.2020.101974

A. A. Kebede, T. Kalogiannis, J. Van Mierlo, M. Berecibar, “A comprehensive review of stationary energy storage devices for large scale renewable energy sources grid integration”, Renewable and Sustainable Energy Reviews, vol. 159, p. 112213, May. 2022. DOI: https://doi.org/10.1016/j.rser.2022.112213

L. H. Meneghetti, E. L. Carvalho, E. G. Carati, G. W. Denardin, J. P. da Costa, C. M. de Oliveira Stein, R. Cardoso, “Hybrid Inverter and Control Strategy for Enabling the PV Generation Dispatch Using Extra-Low-Voltage Batteries”, Energies, vol. 15, no. 20, Oct. 2022. DOI: https://doi.org/10.3390/en15207539

E. Gonschorowski, R. Cardoso, E. L. Carvalho, C. M. de Oliveira Stein, E. G. Carati, G. W. Denardin, J. P. da Costa, “Analysis of the Use of Supercapacitors and Batteries as Energy Storage Elements for Off-Grid Hybrid Photovoltaic Inverters”, in 2023 IEEE 8th Southern Power Electronics Conference and 17th Brazilian Power Electronics Conference (SPEC/COBEP), pp. 1–7. DOI: https://doi.org/10.1109/SPEC56436.2023.10407182

H. GUENTRI, T. ALLAOUI, M. MEKKI, M. DENAI, “POWER management and control of A PHOTOVOLTAIC system with hybrid battery-supercapacitor energy storage BASED ON HEURISTICS METHODS”, Journal of Energy Storage, vol. 39, p. 102578, Jul. 2021. DOI: https://doi.org/10.1016/j.est.2021.102578

J. Snoussi, S. B. Elghali, M. Benbouzid, M. F. Mimouni, “Optimal Sizing of Energy Storage Systems Using Frequency-Separation-Based Energy Management for Fuel Cell Hybrid Electric Vehicles”, IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9337–9346. DOI: https://doi.org/10.1109/TVT.2018.2863185

L. F. Costa, R. P. Torrico-Bascop´e, “Stand-alone Photovoltaic System with Three Energy Processing Stages”, Eletrônica de Potência, vol. 16, no. 4, p. 348–356, Nov. 2011. DOI: https://doi.org/10.18618/REP.20114.348356

F. G. Nimitti and A. M. S. S. Andrade, “Análise e Desenvolvimento de um Conversor Bidirecional Não Isolado Baseado no Conversor Boost/ Buck CC-CC”, Eletrônica de Potência, vol. 27, no. 4, pp. 325–334, Oct. 2022. DOI: https://doi.org/10.18618/REP.2022.4.0006

H. Jank, W. Alegranci Venturini, G. Guilherme Koch, M. L. da Silva Martins, F. Ecke Bisogno, V. Foletto Montagner, H. Pinheiro, “Controle Baseado Em Um LQR Com Estabilidade Robusta `A Incerteza Param´etrica Aplicado A Um Carregador De Baterias”, Eletrônica de Potência, vol. 22, no. 4, p. 408–417, Dec. 2017. DOI: https://doi.org/10.18618/REP.2017.4.2713

D. I. Brandao, F. P. Marafao, F. A. S. Gonçalves, M. G. Villalva, J. R. Gazoli, “Estratégia De Controle Multifuncional Para Sistemas Fotovoltaicos De Geração De Energia Elétrica”, Eletrônica de Potência, vol. 18, no. 4, p. 1206–1214, Nov. 2013. DOI: https://doi.org/10.18618/REP.2013.4.12061214

C. C. C. dos Santos, C. F. Moraes, J. P. da Costa, C. M. O. Stein, E. G. Carati, R. Cardoso, “Photovoltaic Boost Converter Control Operating in the MPPT and LPPT Modes”, in 2019 IEEE 15th Brazilian Power Electronics Conference and 5th IEEE Southern Power Electronics Conference (COBEP/SPEC), pp. 1–6, Apr. 2019. DOI: https://doi.org/10.1109/COBEP/SPEC44138.2019.9065604

C. C. C. dos Santos, J. P. da Costa, C. M. O. Stein, E. G. Carati, R. Cardoso, Z. L. I. Nadal, “Estrat´egia de Controle para Conversor Boost Fotovoltaico Operando nos Modos MPPT e LPPT”, Eletrônica de Potência, vol. 25, no. 3, p. 326–336, Sep. 2020. DOI: https://doi.org/10.18618/REP.2020.3.0006

Z. He, Y. Li, Y. Sun, S. Zhao, C. Lin, C. Pan, L. Wang, “State-of- charge estimation of lithium ion batteries based on adaptive iterative extended Kalman filter”, Journal of Energy Storage, vol. 39, p. 102593, Jul. 2021. DOI: https://doi.org/10.1016/j.est.2021.102593

P. Shrivastava, P. A. Naidu, S. Sharma, B. K. Panigrahi, A. Garg, “Review on technological advancement of lithium-ion battery states estimation methods for electric vehicle applications”, Journal of Energy Storage, vol. 64, p. 107159, Aug. 2023. DOI: https://doi.org/10.1016/j.est.2023.107159

X. Lai, Y. Huang, X. Han, H. Gu, Y. Zheng, “A novel method for state of energy estimation of lithium-ion batteries using particle filter and extended Kalman filter”, Journal of Energy Storage, vol. 43, p. 103269, Nov. 2021. DOI: https://doi.org/10.1016/j.est.2021.103269

T. Zhang, N. Guo, X. Sun, J. Fan, N. Yang, J. Song, Y. Zou, “A Systematic Framework for State of Charge, State of Health and State of Power Co-Estimation of Lithium-Ion Battery in Electric Vehicles”, Sustainability, vol. 13, no. 9, Mar. 2021. DOI: https://doi.org/10.3390/su13095166

Canadian Solar, “KuDymond CS3U-P-AG Solar Panel Datasheet”, Accessed: 2024-07-23, 2020, URL: https://www.canadiansolar.com/wp-content/uploads/2020/05/Canadian_Solar-Datasheet-KuDymond_CS3U-P-AG_EN.pdf.

Eaton, “XTM-18 Supercapacitor Module Datasheet”, Accessed: 2024-07-23, 2020, URL: https://www.mouser.com/datasheet/2/87/eaton_xtm_18_supercapacitor_module_data_sheet-1660551.pdf.

S. S. E. B. Division, Samsung ICR18650-22F Battery Datasheet, June 2023, URL: https://www.dnkpower.com/wp-content/uploads/2018/04/Samsung-ICR18650-22F-Datasheet.pdf, accessed: 2024-06-06.

S. Ma, M. Jiang, P. Tao, C. Song, J. Wu, J. Wang, T. Deng, W. Shang, “Temperature effect and thermal impact in lithiumion batteries: A review”, Progress in Natural Science: Materials International, vol. 28, no. 6, pp. 653–666, Dec. 2018. DOI: https://doi.org/10.1016/j.pnsc.2018.11.002

Downloads

Published

2024-10-14

How to Cite

[1]
E. Gonschorowski, “Adaptive Frequency-Based Power Management for Off-Grid Hybrid Photovoltaic Converters”, Eletrônica de Potência, vol. 29, p. e202440, Oct. 2024.

Issue

Section

Special Issue - COBEP/SPEC 2023