Table 6 Experimental results for B5 battery.
From: An interpretable online prediction method for remaining useful life of lithium-ion batteries
T | Method | \(\text {RUL}_{\text {true}}\) | \(\text {RUL}_{\text {pre}}\) | RMSE | AE | RA |
|---|---|---|---|---|---|---|
70 | M1 | 55 | 51 | 0.0203 | 4 | 0.9273 |
M4 | 41 | 0.2442 | 14 | 0.7455 | ||
M5 | 44 | 0.0611 | 11 | 0.8000 | ||
M6 | 73 | 0.0302 | 18 | 0.6727 | ||
80 | M1 | 45 | 43 | 0.0208 | 2 | 0.9556 |
M4 | 35 | 0.0404 | 10 | 0.7778 | ||
M5 | 36 | 0.0568 | 9 | 0.8000 | ||
M6 | 61 | 0.0294 | 16 | 0.6444 | ||
90 | M1 | 35 | 34 | 0.0193 | 1 | 0.9714 |
M4 | 60 | 0.0510 | 25 | 0.2857 | ||
M5 | 48 | 0.0241 | 13 | 0.6286 | ||
M6 | 46 | 0.0218 | 11 | 0.6857 |
