Xiao-Lin Cong

Online State-of-Health Estimation of Lithium-Ion Batteries Based on CNN-LSTM Model with Multi-Head SE Attention

Lithium-ion batteries gradually lose capacity and show increased internal resistance during repeated cycling, so reliable state-of-health (SOH) estimation is important for safe and dependable battery operation. In this study, an online SOH estimation method is developed using a convolutional neural network–long short-t...