Key challenges for a large-scale development of battery electric vehicles: A comprehensive review
Nowadays, several countries have adopted an energy transition policy to achieve carbon
targets and decarbonize transport while improving their electricity mixes. Electric vehicles …
targets and decarbonize transport while improving their electricity mixes. Electric vehicles …
A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries
Lithium-ion batteries have been generally used in industrial applications. In order to ensure
the safety of the power system and reduce the operation cost, it is particularly important to …
the safety of the power system and reduce the operation cost, it is particularly important to …
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 …
Towards a smarter battery management system: A critical review on battery state of health monitoring methods
To ensure the driving safety and avoid potential failures for electric vehicles, evaluating the
health state of the battery properly is of significant importance. This study aims to serve as a …
health state of the battery properly is of significant importance. This study aims to serve as a …
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 …
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations
Electric vehicles (EVs) have become increasingly popular due to zero carbon emission,
reduction of fossil fuel reserve, comfortable and light transport. However, EVs employing …
reduction of fossil fuel reserve, comfortable and light transport. However, EVs employing …
[HTML][HTML] Nonlinear health evaluation for lithium-ion battery within full-lifespan
Abstract Lithium-ion batteries (LIBs), as the first choice for green batteries, have been widely
used in energy storage, electric vehicles, 3C devices, and other related fields, and will have …
used in energy storage, electric vehicles, 3C devices, and other related fields, and will have …
Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles
Sate of charge (SOC) estimation is generally acknowledged as one of the most important
functions in battery management system for lithium-ion batteries in new energy vehicles …
functions in battery management system for lithium-ion batteries in new energy vehicles …
Battery management strategies: An essential review for battery state of health monitoring techniques
SK Pradhan, B Chakraborty - Journal of energy storage, 2022 - Elsevier
To prevent probable battery failures and ensure safety, battery state of health evaluation is a
critical step. This study lays out a coherent literature review on battery health estimation …
critical step. This study lays out a coherent literature review on battery health estimation …
State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator
Adaptive extended Kalman filter (AEKF) is widely used for lithium-ion battery (LIBs) state of
charge (SOC) estimation. Innovation covariance matrix (ICM) of AEKF is estimated by fixed …
charge (SOC) estimation. Innovation covariance matrix (ICM) of AEKF is estimated by fixed …