Learning Li-ion battery health and degradation modes from data with aging-aware circuit models

Zihao Zhou, Antti Aitio, David Howey

Non-invasive estimation of Li-ion battery state-of-health from operational data is valuable for battery applications, but remains challenging. Pure model-based methods may suffer f…