Research Article
A Hybrid Prognostic Approach for Remaining Useful Life Prediction of Lithium-Ion Batteries
Table 4
Values of the predicted RUL and the actual RUL for lithium-ion battery A4.
| | Inspection cycle (Ci) | Kernel mixed coefficient | Kernel parameters |
Predicted RUL () |
Actual RUL () | | | | | | | | | | | | | | | |
| | 29 | 0.8 | N/A | N/A | 0.1 | 0.1 | N/A | N/A | 1.79 | N/A | N/A | 1.29 | 0.58 | 2.178 | N/A | N/A |
16 | 19 | | 34 | 0.8 | N/A | N/A | 0.1 | 0.1 | N/A | N/A | 0.42 | N/A | N/A | 1.68 | 0.59 | 0.84 | N/A | N/A |
14 | 14 | | 38 | 0.8 | N/A | N/A | 0.1 | 0.1 | N/A | N/A | 0.45 | N/A | N/A | 0.48 | 0.59 | 0.84 | N/A | N/A |
10 | 10 | | 43 | 0.8 | N/A | N/A | 0.1 | 0.1 | N/A | N/A | 0.21 | N/A | N/A | 0.58 | 0.49 | 0.53 | N/A | N/A |
5 | 5 |
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