Research Article
A Hybrid Data-Driven Approach for Multistep Ahead Prediction of State of Health and Remaining Useful Life of Lithium-Ion Batteries
Table 8
Comparison of the RUL prediction of the proposed approach with another study.
| Prediction starting point | Proposed | Yu [61] | B0005 | B0006 | B0018 | B0005 | B0006 | B0018 |
| 50 | 1 | 5 | 1 | 26 | 39 | 18 | 60 | 2 | 11 | 0 | 24 | 40 | 8 | 70 | 3 | 14 | 4 | 18 | 23 | 7 | 80 | 4 | 16 | 6 | 14 | 16 | 5 | 90 | 5 | 14 | 4 | 13 | 14 | 4 | 100 | 4 | 11 | — | 10 | 1 | - | 110 | 3 | — | — | 7 | — | — | Average absolute error | 3 | 12 | 3 | 16 | 22 | 5 |
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