Research Article

Cross-Domain State-of-Charge Estimation of Li-Ion Batteries Based on Source Domain Selection and Attention Mechanism

Table 6

Estimation results with source domain selection under different temperatures.

Clustering25°C→0°C0°C→25°C25°C→45°C
MAERMSEMAERMSEMAERMSE

ALL2.05%2.51%1.33%1.60%2.28%2.65%
CL02.14%2.67%1.47%1.77%2.09%2.45%
CL11.58%2.12%1.32%1.61%1.61%1.91%

The best estimation results are indicated in bold.