Enhanced Performance of Li-Ion Batteries via Modified Reference Governors and Electrochemical Models

被引:49
|
作者
Perez, Hector [1 ]
Shahmohammadhamedani, Niloofar [2 ]
Moura, Scott [1 ]
机构
[1] Univ Calif Berkeley, Dept Civil & Environm Engn, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Dept Mech Engn, Berkeley, CA 94720 USA
基金
美国国家科学基金会;
关键词
Batteries; constrained control; electrochemical modeling; performance benefits comparison; reference governor; SYSTEMS; TIME;
D O I
10.1109/TMECH.2014.2379695
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper examines reference governor (RG) methods for satisfying state constraints in Li-ion batteries. Mathematically, these constraints are formulated from a first principles electrochemical model. Consequently, the constraints explicitly model specific degradation mechanisms, such as lithium plating, lithium depletion, and overheating. This contrasts with the present paradigm of limiting measured voltage, current, and/or temperature. The critical challenges, however, are that: 1) the electrochemical states evolve according to a system of nonlinear partial differential equations, and 2) the states are not physically measurable. Assuming available state and parameter estimates, this paper develops RGs for electrochemical battery models. The results demonstrate how electrochemical model state information can be utilized to ensure safe operation, while simultaneously enhancing energy capacity, power, and charge speeds in Li-ion batteries.
引用
收藏
页码:1511 / 1520
页数:10
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