Design of Fuzzy Logic Controller for Inductor Based Cell Balancing in Battery Management System

  • Hartono Hartono Instrumentation and Control Program, Faculty of Industrial Technology, Institut Teknologi Bandung
  • Edi Leksono Engineering Physics Research Group, Faculty of Industrial Technology, Institut Teknologi Bandung

Abstract

Lithium-ion batteries are a popular energy storage used in various applications including electronic devices, electric vehicles, renewable energy systems, and microgrids. The limitations in capacity and voltage of individual battery cells necessitate arranging them in series and parallel configurations to meet the energy demands of the system. However, connecting cells in series can potentially lead to charge imbalance among cells, resulting in reduced battery pack capacity and triggering safety concerns. Numerous topologies and control methods for battery cell balancing systems have been explored in previous research. In this study, two fuzzy logic controllers with different membership function shapes are designed to drive the duty cycle of PWM signals for inductor-based cell to cell balancing. Based on simulation results, the designed controllers demonstrate good performance compared to conventional methods.

Keywords: Cell Balancing, Fuzzy Logic Controller, Inductor Topology, Lithium-ion Battery

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References

[1] N. Shamarova, K. Suslov, P. Ilyushin, and I. Shushpanov, “Review of Battery Energy Storage Systems Modeling in Microgrids with Renewables Considering Battery Degradation,” Energies, vol. 15, no. 19, p. 6967, Sep. 2022.

[2] J. Ling-Song, T. Liang, L. Lu, and M. Ouyang, “Lithium-ion battery pack equalization based on charging voltage curves,” International Journal of Electrical Power & Energy Systems, vol. 115, p. 105516, 2020.

[3] M. Brandl, et al., “Batteries and battery management systems for electric vehicles,” 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 971–976, 2012.

[4] M. M. Hoque, M. A. Hannan, A. Mohamed, and A. Ayob, “Battery charge equalization controller in electric vehicle applications: A review,” Renewable & Sustainable Energy Reviews, vol. 75, pp. 1363–1385, Aug. 2017.

[5] J. Carter, Z. Fan, and J. Cao, “Cell equalisation circuits: A review,” Journal of Power Sources, vol. 448, p. 227489, 2020.

[6] A. K. M. A. Habib, M. K. Hasan, G. F. Issa, D. Singh, S. Islam, and T. M. Ghazal, “Lithium-Ion Battery Management System for Electric Vehicles: Constraints, Challenges, and Recommendations,” Batteries, vol. 9, no. 3, p. 152, Feb. 2023.

[7] P. Lawrence, T. P. Wijaya, E. Leksono, J. Pradipta and I. N. Haq, “Pack-to-Multicell Equalization of Lithium Battery String Based on Series-Parallel Topology of Switched-Capacitor Circuit,” 2022 7th International Conference on Electric Vehicular Technology (ICEVT), pp. 76-78, 2022.

[8] K. Khaeruddin, W. Wijono, and R. Hasanah, “Design of Lithium-Ion Battery Cell Balancing with Cell-to-Cell Charging Mode Technique in A Battery Management System (BMS)”, Jurnal Ecotipe, vol. 8, no. 1, pp. 9-15, Apr. 2021.

[9] R. Vardhan, T. Selvathai, R. Reginald, and P. Sivakumar, “Modelling of Multi Inductor based Balancing of Battery Pack for Electrical Mobility”, DSJ, vol. 69, no. 3, pp. 266-273, Apr. 2019.

[10] Y. Yusiran, T. P. Wijaya, E. Leksono, and I. N. Haq, “A Modular Cell Balancer Based on Multiwinding Transformer and Single Inductor Circuit for a Series Connected Battery String”, IGSC, vol. 1, no. 1, pp. 403-412, Oct. 2022.

[11] T. Duraisamy, and K. Deepa, “Evaluation and Comparative Study of Cell Balancing Methods for Lithium-Ion Batteries Used in Electric Vehicles,” International Journal of Renewable Energy Development, vol. 10, no. 3, pp. 471-479, Aug. 2021.

[12] A. Hilal and B. Cougo, “Optimal inductor design and material selection for high power density inverters used in aircraft applications,” 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC), pp. 1-6, 2016.

[13] D. Z. Saletic, D. M. Velasevic, and N. E. Mastorakis, “The Influence of Shapes of Fuzzy Sets Membership Functions on Fuzzy System Performances,” 1999.
Published
2023-10-12
How to Cite
[1]
H. Hartono and E. Leksono, “Design of Fuzzy Logic Controller for Inductor Based Cell Balancing in Battery Management System”, JurnalEcotipe, vol. 10, no. 2, pp. 208-216, Oct. 2023.
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