考虑不同充电策略的锂电池健康状态区间估计
张孝远, 张金浩, 杨立新

Interval Estimation of State of Health for Lithium Batteries Considering Different Charging Strategies
ZHANG Xiaoyuan, ZHANG Jinhao, YANG Lixin
表4 Oxford数据集3个单体电池的SOH估计对比结果
Tab.4 Comparison of SOH estimation of three single cells in Oxford dataset 10-3
单体电池 方法 AIS MPICD MAPE
Cell3 QR -1.946 1.91 105.36
QRNN -1.614 1.68 87.19
SVQR -0.43 1.34 19.892
GPR -0.698 2.49 32.63
Cell7 QR -1.904 11.19 104.17
QRNN -1.567 3.96 84.75
SVQR -0.402 3.75 18.99
GPR -0.651 2.12 32.48
Cell8 QR -1.929 2.709 105.35
QRNN -1.611 2.57 87.51
SVQR -0.4 0.322 20.54
GPR -0.705 3.218 32.56