Research Article
Lithium-Ion Battery Cell-Balancing Algorithm for Battery Management System Based on Real-Time Outlier Detection
Table 3
Performance comparisons of 3 algorithms under 4
ECE + EUDC condition.
| Evaluation standard | Balancing algorithm | No balance | Voltage-based balancing | SOC-based balancing | Outlier detection balancing |
| Testing time (S) | — | 57264 | 39074 | 22052 | Balancing time (S) | — | 16666 | 15795 | 15752 | Usable capacity decrease (AH) | — | 0.584 | 0.584 | 0.584 | Frequency of switch on and off | — | 1150 | 2 | 2 | Charging cut-off | | | | | Total voltage (V) | 161.214 | 164.738 | 164.963 | 165.738 | Voltage range (V) | 0.174 | 0.058 | 0.003 | 0.003 | Voltage variance | 0.028 | 0.009 | 0.004 | 0 | Discharging cut-off | | | | | Total voltage (V) | 149.994 | 149.965 | 150.882 | 149.965 | Voltage range (V) | 0.034 | 0.005 | 0.002 | 0.002 | Voltage variance | 0.005 | 0.003 | 0 | 0 | SOC range of cells (%) | 10% | 1.030% | 1.025% | 0.999% | SOC variance of cells | 1.581 | 0.162 | 0.162 | 0.157 |
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