Balancing method of retired battery pack based on variable domain fuzzy control

IF 2.7 4区 工程技术 Q3 ELECTROCHEMISTRY Journal of Electrochemical Energy Conversion and Storage Pub Date : 2022-10-06 DOI:10.1115/1.4055880
Tiezhou Wu, Liuliang Chen, Yuhong Xu, Xiaoxing Zhang
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引用次数: 2

Abstract

For the problem of performance gap between individual cells in retired lithium batteries after group use, which affects the usable capacity of battery pack, a grouping bi-directional equalization method based on variable domain fuzzy control is proposed. Equalization circuits based on single inductor and LC oscillation circuit are respectively used for inter-cell and inter-cell group, to achieve inter-cell equalization and inter-cell group equalization; Variable domain fuzzy control strategy is used to determine the reasonable range of operating current according to State of Health (SOH) of the battery, combined with the relationship between the capacity decay coefficient and the average operational range of State of Charge (SOC); the equalization current is dynamically adjusted according to its mathematical relationship with operating current. To verify the effectiveness of this equalization method, an experimental platform was built and verification simulations were performed. The result of experiments shows, the equalization speed is increased by 25%, comparing to fixed equalization current control strategy; the capacity decay is reduced by 6% and the service life is extended after experiments of 1200 charge-discharge cycles, comparing to traditional fuzzy equalization strategy.
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基于变域模糊控制的退役电池组平衡方法
针对退役锂电池组使用后单体电池性能差距影响电池组可用容量的问题,提出了一种基于变域模糊控制的分组双向均衡方法。基于单电感的均衡电路和LC振荡电路分别用于单元间和单元间组,以实现单元间均衡和单元组间均衡;根据电池的健康状态,结合容量衰减系数与荷电状态平均工作范围之间的关系,采用变域模糊控制策略确定合理的工作电流范围;均衡电流是根据其与工作电流的数学关系来动态调整的。为了验证这种均衡方法的有效性,搭建了一个实验平台,并进行了验证仿真。实验结果表明,与固定均衡电流控制策略相比,均衡速度提高了25%;与传统的模糊均衡策略相比,经过1200次充放电循环的实验,容量衰减降低了6%,使用寿命延长。
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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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