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Optimal online battery power control of grid-connected energy-stored quasi-impedance source inverter with PV system

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  • García-Triviño, Pablo
  • Sarrias-Mena, Raúl
  • García-Vázquez, Carlos A.
  • Leva, Sonia
  • Fernández-Ramírez, Luis M.

Abstract

This study presents an optimal online control that implements a biogeography-based optimization (BBO) algorithm on a battery energy system (BES) integrated into an energy-stored quasi-impedance source inverter (qZSI) that connects a photovoltaic (PV) power plant to the grid. The BBO algorithm was used to tune the PI regulator in the BES current control loop by minimizing the integral time absolute error (ITAE). Two different options for the BBO are compared in this application:1) a PI controller with online self-tuning based on BBO, and 2) a PI controller with offline tuning using BBO. Moreover, the BBO-based PI controllers were compared with a third controller tuned online using the particle swarm optimization (PSO) algorithm. To evaluate and compare the controllers, a PV power plant with a battery energy-stored qZSI was simulated under different operating conditions, such as step changes in the BES current reference, different sun irradiance, and a grid voltage sag. The results demonstrate better control of the BES current with the online tuning techniques (BBO and PSO) than with the offline tuning procedure, and similar results between the two online tuning algorithms. Nevertheless, throughout the simulation, the time of use of the BBO algorithm was almost 2.5 times smaller than the PSO algorithm. Therefore, the online BBO-based PI controller is considered the most suitable option.

Suggested Citation

  • García-Triviño, Pablo & Sarrias-Mena, Raúl & García-Vázquez, Carlos A. & Leva, Sonia & Fernández-Ramírez, Luis M., 2023. "Optimal online battery power control of grid-connected energy-stored quasi-impedance source inverter with PV system," Applied Energy, Elsevier, vol. 329(C).
    • Handle: RePEc:eee:appene:v:329:y:2023:i:c:s0306261922015434
    DOI: 10.1016/j.apenergy.2022.120286
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    1. Alam, Mollah Rezaul & Alam, M.J.E. & Somani, Abhishek & Melton, Ronald B. & Tushar, Wayes & Bai, Feifei & Yan, Ruifeng & Saha, Tapan K., 2021. "Evaluating the feasibility of transactive approach for voltage management using inverters of a PV plant," Applied Energy, Elsevier, vol. 291(C).
    2. Sheik Mohammed, S. & Devaraj, D. & Imthias Ahamed, T.P., 2016. "A novel hybrid Maximum Power Point Tracking Technique using Perturb & Observe algorithm and Learning Automata for solar PV system," Energy, Elsevier, vol. 112(C), pages 1096-1106.
    3. Rajesh, R. & Carolin Mabel, M., 2015. "A comprehensive review of photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 231-248.
    4. Jing Yuan & Yongheng Yang & Frede Blaabjerg, 2020. "A Switched Quasi-Z-Source Inverter with Continuous Input Currents," Energies, MDPI, vol. 13(6), pages 1-12, March.
    5. Howlader, Abdul Motin & Sadoyama, Staci & Roose, Leon R. & Chen, Yan, 2020. "Active power control to mitigate voltage and frequency deviations for the smart grid using smart PV inverters," Applied Energy, Elsevier, vol. 258(C).
    6. Madasamy Periyanayagam & Suresh Kumar V & Bharatiraja Chokkalingam & Sanjeevikumar Padmanaban & Lucian Mihet-Popa & Yusuff Adedayo, 2020. "A Modified High Voltage Gain Quasi-Impedance Source Coupled Inductor Multilevel Inverter for Photovoltaic Application," Energies, MDPI, vol. 13(4), pages 1-31, February.
    7. Ouyang, Quan & Fang, Ruyi & Xu, Guotuan & Liu, Yonggang, 2022. "User-involved charging control for lithium-ion batteries with economic cost optimization," Applied Energy, Elsevier, vol. 314(C).
    8. Mehran Tamjidy & Shahla Paslar & B.T. Hang Tuah Baharudin & Tang Sai Hong & M.K.A. Ariffin, 2015. "Biogeography based optimization (BBO) algorithm to minimise non-productive time during hole-making process," International Journal of Production Research, Taylor & Francis Journals, vol. 53(6), pages 1880-1894, March.
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    1. Horrillo-Quintero, Pablo & García-Triviño, Pablo & Sarrias-Mena, Raúl & García-Vázquez, Carlos A. & Fernández-Ramírez, Luis M., 2023. "Model predictive control of a microgrid with energy-stored quasi-Z-source cascaded H-bridge multilevel inverter and PV systems," Applied Energy, Elsevier, vol. 346(C).
    2. Ana Cabrera-Tobar & Francesco Grimaccia & Sonia Leva, 2023. "Energy Resilience in Telecommunication Networks: A Comprehensive Review of Strategies and Challenges," Energies, MDPI, vol. 16(18), pages 1-23, September.

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