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5 TRI数据集3个单体电池的SOH估计对比结果
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Tab.5 Comparison of SOH estimation of three single cells in TRI dataset 10-3
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| 单体电池 | 方法 | AIS | MPICD | MAPE | | b0c32 | QR | -0.0312 | 1.934 | 12.39 | | QRNN | -0.0283 | 1.2 | 11.05 | | SVQR | -0.0234 | 1.811 | 6.62 | | GPR | -0.0411 | 0.035 | 16.326 | | b0c34 | QR | -0.0304 | 2.274 | 12.07 | | QRNN | -0.0273 | 1.51 | 10.78 | | SVQR | -0.0198 | 2.67 | 5.46 | | GPR | -0.0368 | 0.416 | 14.57 | | b0c35 | QR | -0.0362 | 3.49 | 12.39 | | QRNN | -0.034 | 2.561 | 11.03 | | SVQR | -0.0331 | 3.972 | 7.29 | | GPR | -0.0508 | 1.13 | 18.1 |
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