Abstract

It is one of basic tasks to solve the electrochemical model of lithium-ion batteries for obtaining the lithium-ion concentration in the electrolyte. In order to balance the computational efficiency and electrolyte dynamic property, it is assumed that reactions occur only at interfaces between the collector and the electrolyte. Based on the analytical solution to the liquid diffusion equations, which is in the form of infinite series, a new method is proposed to solve it. Under galvanostatic profiles, the analytic solution is an infinite time series transformed into a converged sum function by using the monotone convergence theorem. Under the dynamic profiles, the infinite series solution is simplified into an infinite discrete convolution of both the input and the sum function. The sum function is truncated by its characteristic of monotonic decay approaching to zero over time, thus obtaining a finite discrete convolution algorithm. Reference to the results from a professional finite element analysis software, the proposed algorithm can produce high accuracy with less computation time under both galvanostatic profiles and dynamic profiles. Also, there is only one parameter to be configured. Therefore, our algorithm will reduce the computation burden of the electrochemical model applied to a real-time battery management system.

Highlights

  • of basic tasks to solve the electrochemical model of lithium-ion batteries for obtaining the lithiumion concentration

  • it is assumed that reactions occur

  • which is in the form of infinite series

Read more

Summary

The electrolyte

一般地, 纯电动汽车动力电池系统的 最大放电倍率不超过 3 C, 为此, 采用 6 种工况, 包 括 0.25 C, 1 C 和 3 C 三种恒流放电工况和以最高 倍率为 3 C 的 NEDC, WLTC, DST 三种动态工 况, 验证模型求解方法, 并与有限元方法 (Comsol 软件) 的计算结果对比, 分析两者的模型误差和计 算时间, 其中表 1 列示了模型参数. 图 3 恒流工况仿真结果 (a) 0.25 C 浓度; (b) 0.25 C 误差; (c) 1.0 C 浓度; (d) 1.0 C 误差; (e) 3.0 C 浓度; (f) 3.0 C 误差 Fig. 3. 与专业软件 Comsol 的有限元方法相 比, 在恒流工况下, 所提解法是一种解析解, 仅需 (24) 式中 g(t) 函数以及相关系统参数, 计算简便. 本节将在 DST, NEDC 和 WLTC 三种 工况, 并分别将 (40) 式的 N0 值选取为 200, 600, 1000 和∞(表示 h(t) 无截断), 对该算法进行精度 和求解时间的验证. 而 NEDC 和 WLTC 工况各有四种情况, 一共有 10 组 实验. 图 4、图 5 和图 6 依次显示了 DST, NEDC, WLTC 工况以及相对应的浓度曲线和误差曲线

Discharge rate DST
Discharge rate NEDC
Discharge rate WLTC
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call