Research on Adaptive Equalization of Lithium Battery Packs Based on Ant Coloy System

Jiayu Wang, Yewen Wei, Shuailong Dai, Junjie Li, Jialin Yu
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Abstract

Due to the monomers difference caused during the production process, the inconsistencies of Lithium batteries in remaining capacity can affect the service life of battery packs and cause damage or even explosions. A new mod-ulnar equalization circuit, composed of improved DC-DC converters with the adaptive equalization control strategy based on ant coloy system (ACS), is proposed to enhance the performance of battery packs. The equalization circuit has the advantages of simplicity and easy implementation. It achieved the controllability of bidirectional energy equalization and current size. First, the circuit’s structure and working principle are introduced. According to ACS, the simulation model of this balancing circuit with four batteries in series is built. The simulation results showed that equalization time is shortened by about 60% compared with the traditional control strategy. Then, a small-scale experimental circuit with 8 batteries was built to vertify the simulation results, and the batteries were balanced under charge, idle, and discharge states, respectively. The experiment results verified the correctness and feasibility of the method.
基于蚁群系统的锂电池组自适应均衡研究
由于生产过程中单体的差异,锂电池剩余容量的不一致会影响电池组的使用寿命,造成损坏甚至爆炸。为了提高电池组的性能,提出了一种新型的模-月均衡电路,由改进的DC-DC变换器和基于蚁群系统(ACS)的自适应均衡控制策略组成。该均衡电路结构简单,易于实现。实现了双向能量均衡和电流大小的可控性。首先介绍了该电路的结构和工作原理。根据ACS,建立了四节蓄电池串联平衡电路的仿真模型。仿真结果表明,与传统控制策略相比,均衡时间缩短了60%左右。然后,建立了8节电池的小规模实验电路,对仿真结果进行验证,并分别在充电、空闲和放电状态下对电池进行平衡。实验结果验证了该方法的正确性和可行性。
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