[HTML][HTML] A review of non-probabilistic machine learning-based state of health estimation techniques for Lithium-ion battery
Lithium-ion batteries are used in a wide range of applications including energy storage
systems, electric transportations, and portable electronic devices. Accurately obtaining the …
systems, electric transportations, and portable electronic devices. Accurately obtaining the …
Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures
Lithium (Li)-ion batteries have become the mainstream energy storage solution for many
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …
“Knees” in lithium-ion battery aging trajectories
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" …
degradation that severely limits battery lifetime. In this work, we review prior work on" knees" …
Degradation of commercial lithium-ion cells as a function of chemistry and cycling conditions
Y Preger, HM Barkholtz, A Fresquez… - Journal of The …, 2020 - iopscience.iop.org
Energy storage systems with Li-ion batteries are increasingly deployed to maintain a robust
and resilient grid and facilitate the integration of renewable energy resources. However …
and resilient grid and facilitate the integration of renewable energy resources. However …
Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging
A physics-based Li-ion battery (LIB) aging model accounting for both lithium plating and
solid electrolyte interphase (SEI) growth is presented, and is applied to study the aging …
solid electrolyte interphase (SEI) growth is presented, and is applied to study the aging …
A review of second-life lithium-ion batteries for stationary energy storage applications
The large-scale retirement of electric vehicle traction batteries poses a huge challenge to
environmental protection and resource recovery since the batteries are usually replaced …
environmental protection and resource recovery since the batteries are usually replaced …
Multistage state of health estimation of lithium-ion battery with high tolerance to heavily partial charging
State of health (SOH) is critical to the management of lithium-ion batteries (LIBs) due to its
deep insight into health diagnostic and protection. However, the lack of complete charging …
deep insight into health diagnostic and protection. However, the lack of complete charging …
Battery degradation in electric and hybrid electric vehicles: A survey study
The lithium-ion batteries used in electric vehicles have a shorter lifespan than other vehicle
components, and the degradation mechanism inside these batteries reduces their life even …
components, and the degradation mechanism inside these batteries reduces their life even …
Why do batteries fail?
MR Palacín, A de Guibert - Science, 2016 - science.org
BACKGROUND We are all familiar with the importance of mobile power sources
(automobile batteries, cell phone batteries, etc.) and their seeming tendency to malfunction …
(automobile batteries, cell phone batteries, etc.) and their seeming tendency to malfunction …
Lithium-ion battery aging mechanisms and life model under different charging stresses
The charging time-consuming and lifespan of lithium-ion batteries have always been the
bottleneck for the tremendous application of electric vehicles. In this paper, cycle life tests …
bottleneck for the tremendous application of electric vehicles. In this paper, cycle life tests …