Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects
Lithium-ion battery aging mechanism analysis and health prognostics are of great
significance for a smart battery management system to ensure safe and optimal use of the …
significance for a smart battery management system to ensure safe and optimal use of the …
Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications
Abstract State-of-health (SOH) monitoring of lithium-ion batteries plays a key role in the
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
reliable and safe operation of battery systems. Influenced by multiple factors, SOH is an …
A novel method for state of health estimation of lithium-ion batteries based on improved LSTM and health indicators extraction
Y Ma, C Shan, J Gao, H Chen - Energy, 2022 - Elsevier
State of health (SOH) is a crucial challenge to guarantee the reliability and safety of the
electric vehicles (EVs), due to the complex aging mechanism. A novel SOH estimation …
electric vehicles (EVs), due to the complex aging mechanism. A novel SOH estimation …
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 …
Life‐cycle assessment considerations for batteries and battery materials
Rechargeable batteries are necessary for the decarbonization of the energy systems, but life‐
cycle environmental impact assessments have not achieved consensus on the …
cycle environmental impact assessments have not achieved consensus on the …
Machine learning for predicting battery capacity for electric vehicles
Predicting the evolution of multiphysics battery systems face severe challenges, including
various aging mechanisms, cell-to-cell variation and dynamic operating conditions. Despite …
various aging mechanisms, cell-to-cell variation and dynamic operating conditions. Despite …
Battery health prediction using fusion-based feature selection and machine learning
State of health (SOH) is a key parameter to assess lithium-ion battery feasibility for
secondary usage applications. SOH estimation based on machine learning has attracted …
secondary usage applications. SOH estimation based on machine learning has attracted …
How do depth of discharge, C-rate and calendar age affect capacity retention, impedance growth, the electrodes, and the electrolyte in Li-ion cells?
R Gauthier, A Luscombe, T Bond… - Journal of The …, 2022 - iopscience.iop.org
Lithium-ion cells testing under different state of charge ranges, C-rates and cycling
temperature have different degrees of lithium inventory loss, impedance growth and active …
temperature have different degrees of lithium inventory loss, impedance growth and active …
Investigation of lithium-ion battery degradation mechanisms by combining differential voltage analysis and alternating current impedance
type cells with 2.5 Ah capacity are cycled at both 25° C and 0° C separately, and at 25° C
two charging protocols (constant current, and constant current-constant voltage charge) are …
two charging protocols (constant current, and constant current-constant voltage charge) are …
Intelligent state of health estimation for lithium-ion battery pack based on big data analysis
State of health (SOH) of in-vehicle lithium-ion batteries not only directly determines the
acceleration performance and driving range of electric vehicles (EVs), but also reflects the …
acceleration performance and driving range of electric vehicles (EVs), but also reflects the …