2 papers
cs.LG2025
A novel Neural-ODE model for the state of health estimation of lithium-ion battery using charging curve
Yiming Li, Man He, Jiapeng Liu
The state of health (SOH) of lithium-ion batteries (LIBs) is crucial for ensuring the safe and reliable operation of electric vehicles. Nevertheless, the prevailing SOH estimation…
cs.LG2025
Deep learning for state estimation of commercial sodium-ion batteries using partial charging profiles: validation with a multi-temperature ageing dataset
Jiapeng Liu, Lunte Li, Jing Xiang +3
Accurately predicting the state of health for sodium-ion batteries is crucial for managing battery modules, playing a vital role in ensuring operational safety. However, highly acc…