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 4 不同温度下的SOC估计误差(%)
Table 4 SOC estimation errors at different temperatures (%)
网络模型25 ℃(B223)45 ℃(B423)
RMSEMAEMAXRMSEMAEMAX
GRU0.7740.6525.0720.5400.4221.907
SAM-GRU0.5110.3853.0150.4070.3211.748