State of Health Estimation of Lithium-Ion Battery Using Time Convolution Memory Neural Network

Table 3

Error comparison of SOH estimation algorithms.

Method	MAX (%)	MAE (%)	MSE (%)
TCMNN	4.50	1.931	1.14
BP	4.72	8.84	1.64
Grey model-based	6.57	0.37	1.21
CNN	10	4.60	2.97
LSTM	9	1.59	3.25