Data-driven methods for predicting the state of health, state of charge, and remaining useful life of li-ion batteries: A comprehensive review
Lithium-ion batteries are widely used in electric vehicles, electronic devices, and energy
storage systems owing to their high energy density, long life, and outstanding performance …
storage systems owing to their high energy density, long life, and outstanding performance …
Aging and post-aging thermal safety of lithium-ion batteries under complex operating conditions: A comprehensive review
Z Wang, Q Zhao, S Wang, Y Song, B Shi, J He - Journal of Power Sources, 2024 - Elsevier
Lithium-ion batteries are widely used in energy-storage systems and electric vehicles and
are quickly extending into various other fields. Aging and thermal safety present key …
are quickly extending into various other fields. Aging and thermal safety present key …
Effect of initial temperature on electrochemical and thermal characteristics of a lithium-ion battery during charging process
M Tan, Y Gan, J Liang, L He, Y Li, S Song… - Applied Thermal …, 2020 - Elsevier
Due to the discharging or long-term placing, the initial temperature of a lithium-ion battery
during charging is different, which may lead to various electrochemical and thermal …
during charging is different, which may lead to various electrochemical and thermal …
Multiphysics modeling of lithium-ion, lead-acid, and vanadium redox flow batteries
The increasing demand for batteries' application in grid-balancing, electric vehicles, and
portable electronics has prompted research efforts on improving their performance and …
portable electronics has prompted research efforts on improving their performance and …
State of health estimation of lithium-ion battery cell based on optical thermometry with physics-informed machine learning
Effective thermal management and accurate state of health (SOH) estimation of lithium-ion
batteries is crucial for ensuring their safety, reliability, and longevity. This study presents …
batteries is crucial for ensuring their safety, reliability, and longevity. This study presents …
A data-driven approach to state of health estimation and prediction for a lithium-ion battery pack of electric buses based on real-world data
In the era of big data, using big data to realize the online estimation of battery SOH has
become possible. Traditional solutions based on theoretical models cannot take into …
become possible. Traditional solutions based on theoretical models cannot take into …
Experimental and numerical study on the thermal behavior of a large lithium-ion prismatic cell with natural air convection
This article attempts to study the thermal characteristic and behavior of a large commercial
prismatic lithium-ion battery cell (50 Ah) for the application of rechargeable energy storage …
prismatic lithium-ion battery cell (50 Ah) for the application of rechargeable energy storage …
Conceptual thermal design for 40 ft container type 3.8 MW energy storage system by using computational simulation
Since the application of wind guide and flow circulators makes the flow inside the energy
storage system complicated and difficult to predict, research to numerically predict the flow …
storage system complicated and difficult to predict, research to numerically predict the flow …
Research on performance of thermal management system integrated with multiple heat exchange methods
L Zhang, Q Yuan, S Hu, X Xu - Ionics, 2022 - Springer
A good thermal management system can effectively improve the performance of the lithium-
ion battery and ensure the thermal safety of the lithium-ion battery. Therefore, based on the …
ion battery and ensure the thermal safety of the lithium-ion battery. Therefore, based on the …
Correlation between changes in environmental temperature and performance of high-discharge lithium-polymer batteries
Electric vehicles (EVs) have been developed to solve environmental problems and the
depletion of energy resources, and batteries have been used as their main energy source …
depletion of energy resources, and batteries have been used as their main energy source …