table_results
Comparison of OCV models and ECM orders on the MIT A123 LFP dataset. Best values per metric are shown in bold.
OCV Model | ECM | OCV RMSE [mV] | SOC RMSE [%] | ||||
|---|---|---|---|---|---|---|---|
Poly. 4th | 1RC | — | 4 | 34.19 | 149.99 | 107.38 | 23.00 |
Poly. 4th | 2RC | — | 6 | 34.19 | 147.01 | 107.52 | 23.76 |
Poly. 8th | 1RC | 9 | 4 | 22.31 | 138.26 | 101.29 | 20.74 |
Poly. 8th | 2RC | 9 | 6 | 22.31 | 135.50 | 99.00 | 20.76 |
2-Sigmoid | 1RC | — | 4 | 33.58 | 144.79 | 104.62 | 21.46 |
2-Sigmoid | 2RC | — | 6 | 33.58 | 140.46 | 102.62 | 21.51 |
3-Sigmoid | 1RC | 10 | 4 | 21.75 | 139.11 | 101.85 | 20.83 |
3-Sigmoid | 2RC | 10 | 6 | 21.75 | 134.92 | 99.11 | 20.86 |
Nernst-Log | 1RC | 5 | 4 | 27.95 | 143.74 | 103.87 | 21.35 |
Nernst-Log | 2RC | 5 | 6 | 27.95 | 142.13 | 102.93 | 21.35 |
Plett Enh. | 1RC | — | 4 | 30.32 | 145.19 | 105.29 | 21.56 |
Plett Enh. | 2RC | — | 6 | 30.32 | 145.07 | 105.16 | 21.56 |