Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement
Lithium-ion batteries (LIBs) has seen widespread applications in a variety of fields like the
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
[HTML][HTML] Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities
Transportation electrification is a promising solution to meet the ever-rising energy demand
and realize sustainable development. Lithium-ion batteries, being the most predominant …
and realize sustainable development. Lithium-ion batteries, being the most predominant …
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 …
advantages of high specific energy, long service life and so on. However, thermal runaway …
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 …
Research on electric vehicle charging safety warning model based on back propagation neural network optimized by improved gray wolf algorithm
L Zhang, T Gao, G Cai, KL Hai - Journal of Energy Storage, 2022 - Elsevier
New energy vehicles have become a global transportation development trend in order to
achieve considerable fuel consumption and carbon emission reductions. However, as the …
achieve considerable fuel consumption and carbon emission reductions. However, as the …
An intelligent fault diagnosis method for lithium battery systems based on grid search support vector machine
L Yao, Z Fang, Y Xiao, J Hou, Z Fu - Energy, 2021 - Elsevier
For the safe operation of the electric vehicle, it is critical to quickly detect the safety state and
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …
A review on various temperature-indication methods for Li-ion batteries
Temperature measurements of Li-ion batteries are important for assisting Battery
Management Systems in controlling highly relevant states, such as State-of-Charge and …
Management Systems in controlling highly relevant states, such as State-of-Charge and …
A review of lithium-ion battery fault diagnostic algorithms: Current progress and future challenges
The usage of Lithium-ion (Li-ion) batteries has increased significantly in recent years due to
their long lifespan, high energy density, high power density, and environmental benefits …
their long lifespan, high energy density, high power density, and environmental benefits …
Fault and defect diagnosis of battery for electric vehicles based on big data analysis methods
This paper presents a novel fault diagnosis method for battery systems in electric vehicles
based on big data statistical methods. According to machine learning algorithm and 3σ multi …
based on big data statistical methods. According to machine learning algorithm and 3σ multi …
[HTML][HTML] Towards a safer lithium-ion batteries: A critical review on cause, characteristics, warning and disposal strategy for thermal runaway
Lithium-ion batteries have become the best choice for battery energy storage systems and
electric vehicles due to their excellent electrical performances and important contributions to …
electric vehicles due to their excellent electrical performances and important contributions to …