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.
| Data | Items | #5 | #7 | #29 | #54 | Maximum | Average |
| CC | AEs (%) | 2.30 | 2.51 | 0.90 | 3.18 | 3.18 | 2.222 | REs (%) | 1.51 | 1.56 | 0.53 | 3.38 | 3.38 | 1.745 | ETs (s) | 16.16 | 15.86 | 3.59 | 9.18 | 16.16 | 11.1975 |
| CC [16] | AEs (%) | 2.19 | 3.70 | 5.04 | 2.66 | 3.70 | 3.3975 | REs (%) | 1.42 | 2.23 | 2.90 | 2.71 | 2.90 | 2.315 | ETs (s) | 401 | 291 | 11 | 189 | 401 | 223 |
| DV | AEs (%) | 2.85 | 2.77 | 1.30 | 2.28 | 2.85 | 2.300 | REs (%) | 1.76 | 1.69 | 0.75 | 2.43 | 2.43 | 1.658 | ETs (s) | 15.70 | 15.41 | 3.82 | 9.45 | 15.70 | 11.095 |
| DV [16] | AEs (%) | 1.21 | 1.94 | 1.49 | 2.37 | 2.37 | 1.7525 | REs (%) | 0.77 | 1.15 | 0.87 | 2.48 | 2.48 | 1.3175 | ETs (s) | 460 | 387 | 10 | 53 | 460 | 227.5 |
| CC + DV [17] | AEs (%) | 4.48 | 2.42 | 1.85 | 3.71 | 4.48 | 3.115 | REs (%) | 2.93 | 1.49 | 1.06 | 3.84 | 3.84 | 2.330 |
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