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    • 1. 发明申请
    • METHOD FOR ESTIMATING LI-ION BATTERY CAPACITY DEGRADATION
    • 估算锂离子电池容量降低的方法
    • WO2015109592A1
    • 2015-07-30
    • PCT/CN2014/071546
    • 2014-01-27
    • BEIHANG UNIVERSITY
    • LV, ChenTAO, LaifaLI, TieyingCHENG, YujieGAN, Zuwang
    • G01R31/36
    • G01R31/3679G01R31/3651
    • A method for estimating Li-ion battery capacity degradation, comprises: Step I: extracting geometrical features of a reference battery and an estimated battery under different operating conditions; Step II: establishing the intrinsic manifold with the geometrical features extracted in Step I about the reference battery and the estimated battery as inputs respectively, based on the Laplacian Eigenmap (LE) method; and Step III: achieving geometrical metric and estimation of battery capacity with a geodesic on the intrinsic manifold established in Step II about the reference battery and the estimated battery. As can be seen the present capacity estimation method of Li-ion battery is completely based on geometrical features and approaches.
    • 一种用于估计锂离子电池容量劣化的方法,包括:步骤I:在不同的操作条件下提取参考电池和估计的电池的几何特征; 步骤II:基于拉普拉斯特征图(LE)方法,分别在步骤I中提取的关于参考电池和估计电池作为输入的几何特征建立本征歧管; 和步骤III:使用在步骤II中建立的固有歧管上的​​测地线对参考电池和估计的电池实现电池容量的几何度量和估计。 可以看出,锂离子电池的当前容量估计方法完全基于几何特征和方法。