Porous electrode modeling and its applications to Li‐ion batteries

Z Chen, DL Danilov, RA Eichel… - Advanced Energy …, 2022 - Wiley Online Library
Battery modeling has become increasingly important with the intensive development of Li‐
ion batteries (LIBs). The porous electrode model, relating battery performances to the …

A review of early warning methods of thermal runaway of lithium ion batteries

D Kong, H Lv, P Ping, G Wang - Journal of Energy Storage, 2023 - Elsevier
Lithium-ion batteries (LIBs) are booming in the field of energy storage due to their
advantages of high specific energy, long service life and so on. However, thermal runaway …

[HTML][HTML] Lithium ion battery degradation: what you need to know

JS Edge, S O'Kane, R Prosser, ND Kirkaldy… - Physical Chemistry …, 2021 - pubs.rsc.org
The expansion of lithium-ion batteries from consumer electronics to larger-scale transport
and energy storage applications has made understanding the many mechanisms …

[HTML][HTML] “Knees” in lithium-ion battery aging trajectories

PM Attia, A Bills, FB Planella, P Dechent… - Journal of The …, 2022 - iopscience.iop.org
Lithium-ion batteries can last many years but sometimes exhibit rapid, nonlinear
degradation that severely limits battery lifetime. In this work, we review prior work on" knees" …

[HTML][HTML] Lithium-ion battery degradation: how to model it

SEJ O'Kane, W Ai, G Madabattula… - Physical Chemistry …, 2022 - pubs.rsc.org
Predicting lithium-ion battery degradation is worth billions to the global automotive, aviation
and energy storage industries, to improve performance and safety and reduce warranty …

Review and performance comparison of mechanical-chemical degradation models for lithium-ion batteries

JM Reniers, G Mulder, DA Howey - Journal of The …, 2019 - iopscience.iop.org
The maximum energy that lithium-ion batteries can store decreases as they are used
because of various irreversible degradation mechanisms. Many models of degradation have …

Battery degradation diagnosis with field data, impedance-based modeling and artificial intelligence

W Li, J Chen, K Quade, D Luder, J Gong… - Energy Storage …, 2022 - Elsevier
By collecting battery data from the field and building up the battery digital twin in the cloud,
the degradation of batteries can be monitored online on the electrode level and the …

Modeling of lithium-ion battery degradation for cell life assessment

B Xu, A Oudalov, A Ulbig, G Andersson… - … on Smart Grid, 2016 - ieeexplore.ieee.org
Rechargeable lithium-ion batteries are promising candidates for building grid-level storage
systems because of their high energy and power density, low discharge rate, and …

A review on modeling of electro-chemo-mechanics in lithium-ion batteries

Y Zhao, P Stein, Y Bai, M Al-Siraj, Y Yang… - Journal of Power Sources, 2019 - Elsevier
Investigations on the fast capacity loss of Lithium-ion batteries (LIBs) have highlighted a rich
field of mechanical phenomena occurring during charging/discharging cycles, to name only …

Battery health management using physics-informed machine learning: Online degradation modeling and remaining useful life prediction

J Shi, A Rivera, D Wu - Mechanical Systems and Signal Processing, 2022 - Elsevier
Lithium-ion batteries have been extensively used to power portable electronics, electric
vehicles, and unmanned aerial vehicles over the past decade. Aging decreases the capacity …