Table 2 Experimental results of predicted HIs.
From: An interpretable online prediction method for remaining useful life of lithium-ion batteries
Numbers | T | HI\(_{1}\) | HI\(_{2}\) | HI\(_{3}\) | HI\(_{4}\) | ||||
|---|---|---|---|---|---|---|---|---|---|
RMSE | MAPE | RMSE | MAPE | RMSE | MAPE | RMSE | MAPE | ||
B5 | 70 | 80.64 | 0.029 | 74.88 | 0.014 | 13.46 | 0.005 | 0.318 | 0.009 |
80 | 57.19 | 0.021 | 69.17 | 0.010 | 11.47 | 0.004 | 0.246 | 0.008 | |
90 | 37.93 | 0.015 | 55.12 | 0.008 | 9.720 | 0.004 | 0.238 | 0.007 | |
B6 | 70 | 110.0 | 0.056 | 91.51 | 0.014 | 35.62 | 0.014 | 0.333 | 0.010 |
80 | 77.62 | 0.038 | 85.19 | 0.012 | 32.11 | 0.012 | 0.248 | 0.008 | |
90 | 53.19 | 0.028 | 53.73 | 0.008 | 41.82 | 0.015 | 0.237 | 0.007 | |
B7 | 70 | 82.03 | 0.025 | 134.7 | 0.025 | 13.46 | 0.005 | 0.371 | 0.011 |
80 | 67.84 | 0.024 | 131.2 | 0.025 | 12.01 | 0.004 | 0.295 | 0.009 | |
90 | 33.72 | 0.012 | 127.8 | 0.024 | 9.863 | 0.004 | 0.269 | 0.008 | |
