2 papers
cs.AI2025
A Lightweight Transfer Learning-Based State-of-Health Monitoring with Application to Lithium-ion Batteries in Autonomous Air Vehicles
Jiang Liu, Yan Qin, Wei Dai +1
Accurate and rapid state-of-health (SOH) monitoring plays an important role in indicating energy information for lithium-ion battery-powered portable mobile devices. To confront th…
eess.SP2024
Graph neural network-based lithium-ion battery state of health estimation using partial discharging curve
Kate Qi Zhou, Yan Qin, Chau Yuen
Data-driven methods have gained extensive attention in estimating the state of health (SOH) of lithium-ion batteries. Accurate SOH estimation requires degradation-relevant features…