A new diagnostic indicator for lithium-ion batteries via electrochemical impedance spectroscopy: Harnessing the highest frequency peak in distribution of relaxation …

MJ Jung, SG Lee, KS Choi - Journal of Power Sources, 2024 - Elsevier
This paper proposes a new diagnostic indicator derived from the distribution of relaxation
times (DRT) analysis of electrochemical impedance spectroscopy (EIS) data for lithium-ion …

A novel transfer learning model for battery state of health prediction based on driving behavior classification

YY Soo, Y Wang, H Xiang, Z Chen - Journal of Energy Storage, 2025 - Elsevier
Transfer learning has become a key method in resolving the problem of data-driven method
which requires a massive amount of data. However, research on transfer learning for real …

The State of Lithium-Ion Battery Health Prognostics in the CPS Era

G Shinde, R Mohapatra, P Krishan, H Garg… - arXiv preprint arXiv …, 2024 - arxiv.org
Lithium-ion batteries (Li-ion) have revolutionized energy storage technology, becoming
integral to our daily lives by powering a diverse range of devices and applications. Their …