锂电池双层均衡电路的模糊控制方法
Fuzzy Control Method for Double Layer Equalization Circuit of Lithium Battery
DOI: 10.12677/mos.2025.145468, PDF,    国家自然科学基金支持
作者: 徐昕贤*, 王沈平, 唐伟杰, 黄 昊, 李吉梁, 罗云林, 田恩刚#:上海理工大学光电信息与计算机工程学院,上海
关键词: 锂电池Buck-Boost电路主动均衡SOC模糊控制双层电路Lithium Battery Buck-Boost Circuit Active Equalization SOC Fuzzy Control Double-Layer Circuit
摘要: 随着新能源汽车的快速发展,电池组均衡管理成为关键技术挑战之一。传统均衡方法存在功耗高、效率低、成本高等问题,难以满足电动汽车对电池性能的严格要求。为此,文章提出了一种基于模糊控制的双层Buck-Boost均衡拓扑电路,旨在提升均衡效率和能量利用率。该电路通过双层结构设计,实现了电池组内和组间的高效能量传递,显著缩短了均衡时间。文章详细分析了电路工作原理,并通过MATLAB/Simulink仿真验证了其有效性。仿真结果表明,该方案能够有效均衡电池组的荷电状态,并在实验中验证了其优越性。与传统单层Buck-Boost电路相比,双层电路在均衡速度、能量利用率和成本效益方面表现更优。模糊控制算法的引入进一步提升了系统的智能化水平。
Abstract: With the rapid development of new energy vehicles, battery pack balance management has become one of the key technical challenges. Traditional balancing methods have problems such as high power consumption, low efficiency, and high cost, which make it difficult to meet the strict requirements of electric vehicles for battery performance. Therefore, this paper proposes a double-layer Buck-Boost equalization topology circuit based on fuzzy control, which aims to improve the equalization efficiency and energy utilization. The circuit is designed with a double-layer structure to achieve efficient energy transfer within and between battery packs, significantly shortening the equilibrium time. In this paper, the working principle of the circuit is analyzed in detail, and its effectiveness is verified by MATLAB/Simulink simulation. The simulation results show that the proposed scheme can effectively balance the state of charge of the battery pack, and its superiority is verified in experiments. Compared to traditional single-layer Buck-Boost circuits, double-layer circuits perform better in terms of equalization speed, energy efficiency, and cost-effectiveness. The introduction of a fuzzy control algorithm further improves the intelligence level of the system.
文章引用:徐昕贤, 王沈平, 唐伟杰, 黄昊, 李吉梁, 罗云林, 田恩刚. 锂电池双层均衡电路的模糊控制方法[J]. 建模与仿真, 2025, 14(5): 1186-1200. https://doi.org/10.12677/mos.2025.145468

参考文献

[1] 毛华硕. 新能源汽车发展现状及销量预测方法研究综述[J]. 中国经贸导刊, 2025(4): 88-90.
[2] 吴青峰, 杨凯义, 杨艺涛, 等. 基于开关分流电阻的锂电池SOH被动均衡方案[J]. 太阳能学报, 2024, 45(12): 520-527.
[3] 赵权, 周琰, 赵胜, 等. 三元锂电池电压被动均衡维护方案研究[J]. 船电技术, 2023, 43(9): 18-20.
[4] 邹奇锦. 锂电池组分级均衡控制策略研究[D]: [硕士学位论文]. 太原: 太原科技大学, 2020.
[5] 梁中会, 李宁, 韩兴旺, 等. 一种基于开关电容的电池串均衡电路[J]. 电力电子技术, 2021, 55(8): 28-30, 35.
[6] Koraddi, S., Samprita, K.V., Yadgir, K.S., Biradarpatil, L.M. and Nayak, S.V. (2022) Analysis of Different Cell Balancing Techniques. 2022 International Conference for Advancement in Technology (ICONAT), Goa, 21-22 January 2022, 1-4. [Google Scholar] [CrossRef
[7] Kim, M., Kim, C., Kim, J. and Moon, G. (2014) A Chain Structure of Switched Capacitor for Improved Cell Balancing Speed of Lithium-Ion Batteries. IEEE Transactions on Industrial Electronics, 61, 3989-3999. [Google Scholar] [CrossRef
[8] Sultan, Y.A., Eladl, A.A., Hassan, M.A. and Gamel, S.A. (2025) Enhancing Electric Vehicle Battery Lifespan: Integrating Active Balancing and Machine Learning for Precise RUL Estimation. Scientific Reports, 15, Article No. 777. [Google Scholar] [CrossRef] [PubMed]
[9] 赵立勇, 王艳, 吕立召. 能量转移型锂电池组均衡电路的设计与研究[J]. 电源技术, 2015, 39(2): 265-267, 375.
[10] Khan, N., Ooi, C.A., Shreasth,, Alturki, A., Desa, M.K.M., Amir, M., et al. (2024) A Novel Active Cell Balancing Topology for Serially Connected Li-Ion Cells in the Battery Pack for Electric Vehicle Applications. Scientific Reports, 14, Article No. 18600. [Google Scholar] [CrossRef] [PubMed]
[11] 胡治国, 司少康, 朱富超. 基于双向DC-DC变换器的串联电池组主动均衡电路[J]. 全球能源互联网, 2023, 6(6): 650-659.
[12] 卢宇轩. 锂离子电池组主动均衡控制策略研究[D]: [硕士学位论文]. 广州: 广东技术师范大学, 2024.
[13] 陈强, 陈习阳. 基于变压器式均衡模拟系统设计与制作[J]. 河南科技, 2022, 41(15): 27-30.
[14] 刘红锐, 张昭怀. 锂离子电池组充放电均衡器及均衡策略[J]. 电工技术学报, 2015, 30(8): 186-192.
[15] 武小兰, 马彭杰, 白志峰, 等. 一种锂离子电池组智能PID双层主动均衡控制方法[J]. 储能科学与技术, 2025, 14(3): 1150-1159.
[16] 浩威, 雒翔, 关喆. 基于相对极差法的锂电池均衡系统拓扑结构改进[J]. 自动化应用, 2024, 65(21): 93-96.
[17] 杨佳武, 张春富. 基于能量规划的串联电池组模块化均衡策略研究[J]. 电子设计工程, 2024, 32(21): 85-89.
[18] 任子豪, 田恩刚. 基于两级均衡电路的电池组智能均衡方法[J]. 电子科技, 2024, 37(7): 9-15.
[19] 邓端庆, 罗文广, 陈自章. 基于BUCK-BOOST变换器的锂电池主动均衡[J]. 电子制作, 2024, 32(16): 90-93.
[20] 邵明玺, 张浩, 陈翔, 等. 基于改进型Buck变换器的电池组主动均衡方法研究[J/OL]. 电源学报: 1-13.
http://kns.cnki.net/kcms/detail/12.1420.TM.20250106.1138.008.html, 2025-03-01.
[21] 王友仁, 黄薛, 耿星, 等. 航空蓄电池电源及其均衡管理[J]. 航空学报, 2018, 39(5): 152-162.
[22] Li, S., Mi, C.C. and Zhang, M. (2013) A High-Efficiency Active Battery-Balancing Circuit Using Multiwinding Transformer. IEEE Transactions on Industry Applications, 49, 198-207. [Google Scholar] [CrossRef