Evaluation of Advanced Control for Li-ion Battery Balancing Systems Using Convex Optimization

被引:45
作者
Pinto, Claudio [1 ,2 ]
Barreras, Jorge V. [3 ]
Schaltz, Erik [3 ]
Araujo, Rui Esteves [1 ,2 ]
机构
[1] Univ Porto, INESC TEC, P-4200465 Oporto, Portugal
[2] Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
[3] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
关键词
Battery management systems; convex functions; energy efficiency; electric vehicles; lithium batteries; optimization; statistical distributions; thermal management; ENERGY MANAGEMENT; CELL; MODEL;
D O I
10.1109/TSTE.2016.2600501
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Typically, the unique objective pursued in either active or passive balancing is equalization of single cell charge. However, a balancing circuit may offer more control features, like virtual equalization of single cell internal resistance or thermal balancing. Such control features for balancing systems are evaluated in this paper by means of convex optimization. More than one hundred cases in a pure EV application are evaluated. Balancing circuits' efficiency models are implemented and realistic cell-to-cell parameter distributions are considered based on experimental data. Different battery sizes and driving cycles are considered. Balancing circuit topology is taken into account by selecting a specific category of energy transfer: cell-to-heat, bypass, cell-to-pack, pack-to-cell, cell-to-cell shared, cell-to-cell distributed or cell-to-pack-to-cell. In general, better results in terms of energy losses, available capacity or temperature are obtained for the last three categories, even for moderate balancing currents. In particular, remarkable improvements are observed under conditions of high power demand with high variability, i.e., smaller battery sizes and more demanding driving cycles.
引用
收藏
页码:1703 / 1717
页数:15
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