Research Article
Lithium-Ion Battery Cell-Balancing Algorithm for Battery Management System Based on Real-Time Outlier Detection
Table 2
Performance comparisons of 3 algorithms under CCCD condition.
| Evaluation standard | Balancing algorithm | No balancing | Voltage-based balancing | SOC-based balancing | Outlier detection balancing |
| Testing time (S) |
— | 37171 | 29048 | 23037 | Balancing time (S) | — | 17681 | 17783 | 17775 | Usable capacity decrease (AH) | — | 0.584 | 0.584 | 0.584 | Frequency of switch on and off | — | 352 | 2 | 2 | Charging cut-off | | | | | Total voltage (V) | 161.214 | 163.017 | 162.939 | 165.738 | Voltage range (V) | 0.160 | 0.058 | 0.059 | 0.055 | Voltage variance | 0.025 | 0.009 | 0.009 | 0.008 | Discharging cut-off | | | | | Total voltage (V) | 149.994 | 149.965 | 154.481 | 149.965 | Voltage range (V) | 0.034 | 0.005 | 0.005 | 0.001 | Voltage variance | 0.005 | 0.001 | 0.001 | 0 | Charging time (S) | 2091 | 2413 | 2413 | 2413 | SOC range of cells (%) | 10% | 1.030% | 1.025% | 0.999% | SOC variance of cells | 1.581 | 0.162 | 0.162 | 0.158 |
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