Research Article

Lithium-Ion Battery Capacity Estimation: A Method Based on Visual Cognition

Table 2

Estimation accuracy of available capacity based on the proposed method.

DataItems #5#7#29#54MaximumAverage

CCAEs (%)2.302.510.903.183.182.222
REs (%)1.511.560.533.383.381.745
ETs (s)16.1615.863.599.1816.1611.1975

CC
[16]
AEs (%)2.193.705.042.663.703.3975
REs (%)1.422.232.902.712.902.315
ETs (s)40129111189401223

DVAEs (%)2.852.771.302.282.852.300
REs (%)1.761.690.752.432.431.658
ETs (s)15.7015.413.829.4515.7011.095

DV
[16]
AEs (%)1.211.941.492.372.371.7525
REs (%)0.771.150.872.482.481.3175
ETs (s)4603871053460227.5

CC + DV
[17]
AEs (%)4.482.421.853.714.483.115
REs (%)2.931.491.063.843.842.330