Table 11 Estimation errors at high temperature
From: Online estimation of SOH for lithium-ion battery based on SSA-Elman neural network
Method | B0029 | B0030 | B0031 | |||
|---|---|---|---|---|---|---|
RMSE | MAPE (%) | RMSE | MAPE (%) | RMSE | MAPE (%) | |
Elman | 0.0156 | 1.10 | 0.0245 | 1.99 | 0.0142 | 1.25 |
LSTM | 0.0173 | 1.25 | 0.0106 | 0.80 | 0.0229 | 2.12 |
SSA-Elman | 0.0076 | 0.59 | 0.0061 | 0.56 | 0.0064 | 0.58 |