融合自注意力机制与门控循环单元网络的宽工况锂离子电池SOC估计
管鸿盛, 钱诚, 徐炳辉, 孙博, 任羿

SAM-GRU-based fusion neural network for SOC estimation in lithium-ion batteries under a wide range of operating conditions
Hongsheng GUAN, Cheng QIAN, Binghui XU, Bo SUN, Yi REN
表3 不同放电倍率下的SOC估计误差(%)
Table 3 SOC estimation errors at different discharge rates (%)
网络模型1 C(B213)2 C(B223)
RMSEMAEMAXRMSEMAEMAX
GRU0.7620.7003.9360.8520.7234.566
SAM-GRU0.5570.4933.2710.4860.3913.164