锂离子电池寿命预测模型
来源:锂电闲文
锂离子电池寿命预测资料供大家参考<Predictive Models of Li-ion Battery Lifetime>
锂离子电池寿命预估是个复杂的系统,文中通过多尺度、多维度(粒子维度、极片维度、电池维度)考虑预测电池寿命。
电化学工作窗口
电化学工作窗口的衰减
负极的衰减(SEI膜形成→溶剂共嵌入→SEI重建→析锂→die)
正极的衰减(集流体腐蚀,导电剂氧化,粘结剂分解,正极材料裂纹,正极材料Mn等元素溶出)
受力致使的衰减
长程多维度的衰减机制
微结构应力模型
微观尺度的应力致使的衰减
NREL寿命预测模型
Main factors controlling battery lifetime
Time at high T & SOC (weak coupling with DOD & C-rate) Cycling at high DOD & C-rate; Low/high T & SOC
Semi-empirical battery lifetime models are generally suitable for system design & control
NREL models describe various commercial chemistries Life extensions of 20% to 50% may be possible
Physics lifetime models to provide design feedback
Electrochemical/thermal processes well understood Mechanics coupling underway at various length scales
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