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

Table 2

Execution time of our proposal method and the comparison methods.

Methods	BPNN	Grey model	CNN	LSTM	TCMNN
Training time(s)	147.573	234.451	77.008	1775.641	512.136
Testing time(s)	0.28	0.37	0.94	2.072	1.513