Research Article
A Hybrid Data-Driven Approach for Multistep Ahead Prediction of State of Health and Remaining Useful Life of Lithium-Ion Batteries
Table 5
RUL prediction accuracy (%) for B0018.
| RUL Parameters | Cycle numbers | 40 | 45 | 50 | 55 | 60 | 65 | 70 | 75 | 80 | 85 | 90 | 95 |
| SOH | 97.94 | 94.85 | 80.41 | 92.78 | 92.78 | 97.94 | 93.81 | 98.97 | 96.91 | 95.88 | 98.97 | 96.91 | IMF 1 | 78.35 | 13.4 | 78.35 | 30.93 | 80.41 | 78.35 | 70.10 | 97.94 | 96.91 | 91.75 | 84.54 | 85.57 | IMF 2 | 04.12 | 78.35 | 41.24 | 53.61 | 84.54 | 80.41 | 78.35 | 95.88 | 91.75 | 90.72 | 49.48 | 75.26 | Residual | 96.91 | 100 | 98.97 | 98.97 | 100 | 97.94 | 95.88 | 94.85 | 93.81 | 93.81 | 95.88 | 98.97 |
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