Battery pack condition monitoring and characteristic state estimation: Challenges, techniques, and future prospectives
S Liu, K Li, J Yu - Journal of Energy Storage, 2025 - Elsevier
Battery packs consisting of a number of battery cells connected in series and/or parallel
provide the necessary power and energy required in a wide range of applications, such as …
provide the necessary power and energy required in a wide range of applications, such as …
Interpretable Learning of Accelerated Aging in Lithium Metal Batteries
X Liu, BB Zou, YN Wang, X Chen… - Journal of the …, 2024 - ACS Publications
Lithium metal batteries (LMBs) with high energy density are perceived as the most promising
candidates to enable long-endurance electrified transportation. However, rapid capacity …
candidates to enable long-endurance electrified transportation. However, rapid capacity …
A multi-stage lithium-ion battery aging dataset using various experimental design methodologies
F Stroebl, R Petersohn, B Schricker, F Schaeufl… - Scientific Data, 2024 - nature.com
This dataset encompasses a comprehensive investigation of combined calendar and cycle
aging in commercially available lithium-ion battery cells (Samsung INR21700-50E). A total …
aging in commercially available lithium-ion battery cells (Samsung INR21700-50E). A total …
As battery deployments in electric vehicles and energy storage systems grow, ensuring
homogeneous performance across units is crucial. We propose a multi-derivative imaging …
homogeneous performance across units is crucial. We propose a multi-derivative imaging …
Learning operando impedance function for battery health with aging-aware equivalent circuit model
The wide usage of Lithium-ion batteries (LIBs) requires a deep understanding about battery
health. Estimation of battery state-of-health (SOH) is a crucial but yet still challenging task …
health. Estimation of battery state-of-health (SOH) is a crucial but yet still challenging task …
A Physics-Informed Event-Triggered Learning Approach to Long-Term Spacecraft Li-Ion Battery State-of-Charge Estimation
K Cui, T Gao, D Shi, H Fu, Z Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this work, an event-triggered learning problem for state-of-charge (SOC) estimation of
long-term spacecraft li-ion batteries with system aging and disturbances is investigated …
long-term spacecraft li-ion batteries with system aging and disturbances is investigated …
Ultra-Early Prediction of Lithium-ion Battery Cycle Life Based on Visualized Single-Cycle Data
This paper proposes a battery cycle life prediction framework based on the visualized data
of a single charging-discharging cycle during the ultra-early stage of the battery operation …
of a single charging-discharging cycle during the ultra-early stage of the battery operation …
Two points are enough
H Liu, Y Zhao, H Zheng, X Fan, Z Deng, M Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Prognosis and diagnosis play an important role in accelerating the development of lithium-
ion batteries, as well as reliable and long-life operation. In this work, we answer an important …
ion batteries, as well as reliable and long-life operation. In this work, we answer an important …