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Lithium-Ion Battery Pack Based on Fuzzy Logic Control Research on Multi-Layer Equilibrium Circuits

by Tiezhou Wu, Yukan Zhang*

Faculty of Electrical and Electronic Engineering, Hubei University of Technology, Wuhan, China

* Corresponding Author: Yukan Zhang. Email: email

(This article belongs to the Special Issue: Advanced Modelling, Operation, Management and Diagnosis of Lithium Batteries)

Energy Engineering 2024, 121(8), 2231-2255. https://doi.org/10.32604/ee.2024.049883

Abstract

In order to solve the problem of inconsistent energy in the charging and discharging cycles of lithium-ion battery packs, a new multilayer equilibrium topology is designed in this paper. The structure adopts a hierarchical structure design, which includes intra-group equilibrium, primary inter-group equilibrium and secondary inter-group equilibrium. This structure greatly increases the number of equilibrium paths for lithium-ion batteries, thus shortening the time required for equilibrium, and improving the overall efficiency. In terms of control strategy, fuzzy logic control (FLC) is chosen to control the size of the equilibrium current during the equilibrium process. We performed rigorous modeling and simulation of the proposed system by MATLAB and Simulink software. Experiments show that the multilayer equilibrium circuit structure greatly exceeds the traditional single-layer equilibrium circuit in terms of efficacy, specifically, the Li-ion battery equilibrium speed is improved by 12.71% in static equilibrium, 14.48% in charge equilibrium, and 11.19% in discharge equilibrium. In addition, compared with the maximum value algorithm, the use of the FLC algorithm reduces the equalization time by about 3.27% and improves the energy transfer efficiency by about 66.49% under the stationary condition, which verifies the feasibility of the equalization scheme.

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Cite This Article

APA Style
Wu, T., Zhang, Y. (2024). Lithium-ion battery pack based on fuzzy logic control research on multi-layer equilibrium circuits. Energy Engineering, 121(8), 2231-2255. https://doi.org/10.32604/ee.2024.049883
Vancouver Style
Wu T, Zhang Y. Lithium-ion battery pack based on fuzzy logic control research on multi-layer equilibrium circuits. Energ Eng. 2024;121(8):2231-2255 https://doi.org/10.32604/ee.2024.049883
IEEE Style
T. Wu and Y. Zhang, “Lithium-Ion Battery Pack Based on Fuzzy Logic Control Research on Multi-Layer Equilibrium Circuits,” Energ. Eng., vol. 121, no. 8, pp. 2231-2255, 2024. https://doi.org/10.32604/ee.2024.049883



cc Copyright © 2024 The Author(s). Published by Tech Science Press.
This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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