Research Article
Artificial Fish Swarm Algorithm-Based Particle Filter for Li-Ion Battery Life Prediction
Table 1
Prediction results of PF, RPF, and AFSA-PF.
| | Battery number | Prediction method | Prediction result (cycle) | Absolute error (cycle) | Relative error |
| | Number 05 | PF | 113 | 14 | 11.02% | | RPF | 119 | 8 | 6.30% | | AFSA-PF | 123 | 4 | 3.15% |
| | Number 06 | PF | 97 | 15 | 13.40% | | RPF | 105 | 7 | 6.25% | | AFSA-PF | 110 | 2 | 1.79% |
| | Number 18 | PF | 86 | 14 | 14% | | RPF | 92 | 8 | 8% | | AFSA-PF | 97 | 3 | 3% |
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