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 …
[HTML][HTML] A review on online state of charge and state of health estimation for lithium-ion batteries in electric vehicles
With electric vehicles (EVs) being widely accepted as a clean technology to solve carbon
emissions in modern transportation, lithium-ion batteries (LIBs) have emerged as the …
emissions in modern transportation, lithium-ion batteries (LIBs) have emerged as the …
The challenge and opportunity of battery lifetime prediction from field data
Accurate battery life prediction is a critical part of the business case for electric vehicles,
stationary energy storage, and nascent applications such as electric aircraft. Existing …
stationary energy storage, and nascent applications such as electric aircraft. Existing …
Co-estimating the state of charge and health of lithium batteries through combining a minimalist electrochemical model and an equivalent circuit model
Z Xu, J Wang, PD Lund, Y Zhang - Energy, 2022 - Elsevier
Accurate estimation of the state of charge (SOC) and state of health (SOH) is a fundamental
requirement for the management system of a lithium-ion battery, but also important to the …
requirement for the management system of a lithium-ion battery, but also important to the …
Review on technological advancement of lithium-ion battery states estimation methods for electric vehicle applications
P Shrivastava, PA Naidu, S Sharma… - Journal of Energy …, 2023 - Elsevier
Due to the dynamic and non-linear behavior of lithium-ion battery (LIB) states, the accuracy
of state estimation proportionally impacts the performance of the battery management …
of state estimation proportionally impacts the performance of the battery management …
A novel charged state prediction method of the lithium ion battery packs based on the composite equivalent modeling and improved splice Kalman filtering algorithm
S Wang, C Fernandez, C Yu, Y Fan, W Cao… - Journal of power …, 2020 - Elsevier
As the unscented Kalman filtering algorithm is sensitive to the battery model and susceptible
to the uncertain noise interference, an improved iterate calculation method is proposed to …
to the uncertain noise interference, an improved iterate calculation method is proposed to …
A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
Accurate estimations of battery state-of-charge (SOC) for energy storage systems are
popular research topics in recent years. Numerous challenges remain in several aspects …
popular research topics in recent years. Numerous challenges remain in several aspects …
A novel online method for predicting the remaining useful life of lithium-ion batteries considering random variable discharge current
D Shen, L Wu, G Kang, Y Guan, Z Peng - Energy, 2021 - Elsevier
Lithium-ion batteries are widely used in many electronic and electrical devices, and
accurately predicting their remaining useful life is essential to ensure the safe and reliable …
accurately predicting their remaining useful life is essential to ensure the safe and reliable …
A review of multi-state joint estimation for lithium-ion battery: Research status and suggestions
F Liu, D Yu, C Shao, X Liu, W Su - Journal of Energy Storage, 2023 - Elsevier
With the rapid development and widespread application of smart grids, electric vehicles and
various electronic devices, the demand of lithium-ion battery (LIB) is constantly increasing …
various electronic devices, the demand of lithium-ion battery (LIB) is constantly increasing …
A novel feedback correction-adaptive Kalman filtering method for the whole-life-cycle state of charge and closed-circuit voltage prediction of lithium-ion batteries …
Accurate state of charge (SOC) and closed-circuit voltage (CCV) prediction is essential for
lithium-ion batteries and their model performance. In this study, a novel feedback correction …
lithium-ion batteries and their model performance. In this study, a novel feedback correction …