基于图论的锂离子电池两级均衡策略研究

IF 2.7 4区 工程技术 Q3 ELECTROCHEMISTRY Journal of Electrochemical Energy Conversion and Storage Pub Date : 2023-07-18 DOI:10.1115/1.4062989
Tiezhou Wu, Houjia Li, Hongguang Li, Rui Zhao
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引用次数: 0

摘要

为了解决锂离子电池组串联使用中存在的不一致性问题,本文提出了一种基于飞行电容电路和Cuk电路的双层均衡拓扑结构,以及寻求最短均衡路径的控制策略。在这种结构中,电池分为两种形式:组内和组间;组内均衡为下层均衡,飞行电容电路作为均衡电路,实现单体电池单体之间的均衡;组间均衡为上一级均衡,Cuk电路为均衡电路,实现电池组间均衡;每个电池组共用一个电芯,从而在均衡路径上获得更多的选择。该策略以充电状态为平衡变量,采用图论控制,以图的形式表示电路的拓扑结构,通过全局搜索的蚁群优化算法寻找最优均衡路径,从而提高均衡速度和效率。最后,在MATLAB/Simulink中对本文提出的结构和策略进行了仿真,并与静态、充放电条件下的最大值均衡方法进行了比较。仿真实验结果表明,基于图论控制的均衡方法使均衡时间缩短了约17%,均衡效率提高了约2%,验证了本文提出的结构和策略的优越性和有效性。
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Research on Two-level Equalization Strategy of Lithium-ion Battery Based on Graph Theory
To solve the problem of inconsistency in the use of series-connected lithium-ion battery packs, this paper proposed a topological structure of dual-layer equalization based on a flying capacitor circuit and Cuk circuit, as well as a control strategy seeking the shortest equalization path. In this structure, batteries are divided into two forms: intra-group and inter-group; the intra-group equalization is the lower-level equalization while the flying capacitor circuit is used as an equalization circuit to achieve equalization between individual battery cells; the inter-group equalization is the upper-level equalization while Cuk circuit is used as equalization circuit to achieve equalization between battery packs; each battery pack shares a battery cell, thus to obtain more options on equalization path. The proposed strategy, with State of Charge as the balancing variable, represents topological structure of the circuit in form of graph by adopting graph theory control, seeks the optimal equalization path via ant colony optimization algorithm with global search, thus to improve the equalization speed and efficiency. At last, the structure and the strategy proposed in this paper were simulated in MATLAB/Simulink to compare with the maximum value equalization method in the condition of static, charging, and discharging. The result of the simulation experiments shows that the equalization method based on graph theory control reduces the equalization duration by approximately 17%, and improves the equalization efficiency by approximately 2%, which verifies the superiority and effectiveness of the structure and strategy proposed in this paper.
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来源期刊
CiteScore
4.90
自引率
4.00%
发文量
69
期刊介绍: The Journal of Electrochemical Energy Conversion and Storage focuses on processes, components, devices and systems that store and convert electrical and chemical energy. This journal publishes peer-reviewed archival scholarly articles, research papers, technical briefs, review articles, perspective articles, and special volumes. Specific areas of interest include electrochemical engineering, electrocatalysis, novel materials, analysis and design of components, devices, and systems, balance of plant, novel numerical and analytical simulations, advanced materials characterization, innovative material synthesis and manufacturing methods, thermal management, reliability, durability, and damage tolerance.
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