论文标题

通过基于最佳控制的主动平衡策略拥抱异质性,延长锂离子电池系统的寿命

Extending life of Lithium-ion battery systems by embracing heterogeneities via an optimal control-based active balancing strategy

论文作者

Azimi, Vahid, Allam, Anirudh, Onori, Simona

论文摘要

本文为由配备有活跃平衡电路的串联连接电池制成的锂离子电池模块制定并解决了多目标快速充电最小降解最佳控制问题(OCP)。模块中的细胞受制造缺陷和不均匀工作条件引起的异质性。每个细胞通过耦合的非线性电化学,热和老化模型表示,并采用直接搭配方法将OCP转录为非线性编程问题(NLP)。提出的OCP是在两种不同的充电操作方案下制定的:(i)相同的充电时间(OCP-SCT)和(ii)不同的充电时间(OCP-DCT)。前者假定所有细胞的同时充电,无论其初始条件如何,而后者允许细胞的不同充电时间来解释异质的初始条件。对于具有两个串联连接的细胞的模块,在电荷状态和健康状态方面解决了这个问题。结果表明,OCP-DCT方案提供了更大的灵活性来处理异质性,较低的温度升高,充电电流振幅和降解。最后,与长期循环操作中恒定电流(CC)充电的共同实践的比较表明,在保留能力方面,有希望的节省在控制下(OCP-SCT和OCP-DCT)方案都可以实现。

This paper formulates and solves a multi-objective fast charging-minimum degradation optimal control problem (OCP) for a lithium-ion battery module made of series-connected cells equipped with an active balancing circuitry. The cells in the module are subject to heterogeneity induced by manufacturing defects and non-uniform operating conditions. Each cell is expressed via a coupled nonlinear electrochemical, thermal, and aging model and the direct collocation approach is employed to transcribe the OCP into a nonlinear programming problem (NLP). The proposed OCP is formulated under two different schemes of charging operation: (i) same-charging-time (OCP-SCT) and (ii) different-charging-time (OCP-DCT). The former assumes simultaneous charging of all cells irrespective of their initial conditions, whereas the latter allows for different charging times of the cells to account for heterogeneous initial conditions. The problem is solved for a module with two series-connected cells with intrinsic heterogeneity among them in terms of state of charge and state of health. Results show that the OCP-DCT scheme provides more flexibility to deal with heterogeneity, boasting of lower temperature increase, charging current amplitudes, and degradation. Finally, comparison with the common practice of constant current (CC) charging over a long-term cycling operation shows that promising savings, in terms of retained capacity, are attainable under both the control (OCP-SCT and OCP-DCT) schemes.

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