考虑不同充电策略的锂电池健康状态区间估计
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张孝远, 张金浩, 杨立新
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Interval Estimation of State of Health for Lithium Batteries Considering Different Charging Strategies
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ZHANG Xiaoyuan, ZHANG Jinhao, YANG Lixin
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表3 CALCE数据集3个单体电池的SOH估计对比结果
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Tab.3 Comparison of SOH estimation of three single cells in CALCE dataset 10-3
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| 单体电池 | 方法 | AIS | MPICD | MAPE | | CS35 | QR | -0.1472 | 1.679 | 12.39 | | QRNN | -0.1499 | 3.792 | 11.05 | | SVQR | -0.0582 | 0.97 | 6.62 | | GPR | -0.0524 | 3.109 | 16.32 | | CS37 | QR | -0.1211 | 1.816 | 12.07 | | QRNN | -0.1262 | 1.575 | 10.78 | | SVQR | -0.0513 | 0.707 | 5.46 | | GPR | -0.0416 | 0.959 | 14.57 | | CS38 | QR | -0.1256 | 4.773 | 12.39 | | QRNN | -0.1285 | 2.773 | 11.03 | | SVQR | -0.0868 | 1.64 | 7.29 | | GPR | -0.0567 | 2.232 | 18.1 |
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