IEEE

A State-of-Charge and State-of-Health Joint Estimation Method of Lithium-Ion Battery Based on Temperature-Dependent Extended Kalman Filter and Deep Learning

Abstract: Accurate estimations of the state of charge (SOC) and state of health (SOH) are crucial for improving battery management techniques. However, batteries are affected by temperature and aging, ...
IEEE

Deep Transfer Learning Enabled State of Health Estimation of Lithium-Ion Battery Using Voltage Sample Entropy Under Fast Charging Profiles

Abstract: Accurately monitoring the battery state of health (SOH) is of great significance in the safe, reliable, and efficient operations of battery energy storage systems. With the increasing ...