A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
batteries is increasing. The battery management system (BMS) plays a crucial role in the …
A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations
Due to increasing concerns about global warming, greenhouse gas emissions, and the
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …
Oxygen loss in layered oxide cathodes for Li-ion batteries: mechanisms, effects, and mitigation
Layered lithium transition metal oxides derived from LiMO2 (M= Co, Ni, Mn, etc.) have been
widely adopted as the cathodes of Li-ion batteries for portable electronics, electric vehicles …
widely adopted as the cathodes of Li-ion batteries for portable electronics, electric vehicles …
A review of SOH prediction of Li-ion batteries based on data-driven algorithms
As an important energy storage device, lithium-ion batteries (LIBs) have been widely used in
various fields due to their remarkable advantages. The high level of precision in estimating …
various fields due to their remarkable advantages. The high level of precision in estimating …
Advanced battery management strategies for a sustainable energy future: Multilayer design concepts and research trends
Lithium-ion batteries are promising energy storage devices for electric vehicles and
renewable energy systems. However, due to complex electrochemical processes, potential …
renewable energy systems. However, due to complex electrochemical processes, potential …
Critical review on the battery state of charge estimation methods for electric vehicles
Battery technology is the bottleneck of the electric vehicles (EVs). It is important, both in
theory and practical application, to do research on the modeling and state estimation of …
theory and practical application, to do research on the modeling and state estimation of …
State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach
Abstract Accurate State of Charge (SOC) estimation is crucial to ensure the safe and reliable
operation of Li-ion batteries, which are increasingly being used in Electric Vehicles (EV) …
operation of Li-ion batteries, which are increasingly being used in Electric Vehicles (EV) …
Long short-term memory networks for accurate state-of-charge estimation of Li-ion batteries
State of charge (SOC) estimation is critical to the safe and reliable operation of Li-ion battery
packs, which nowadays are becoming increasingly used in electric vehicles (EVs), Hybrid …
packs, which nowadays are becoming increasingly used in electric vehicles (EVs), Hybrid …
Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles
W Waag, C Fleischer, DU Sauer - Journal of Power Sources, 2014 - Elsevier
Lithium-ion battery packs in hybrid and pure electric vehicles are always equipped with a
battery management system (BMS). The BMS consists of hardware and software for battery …
battery management system (BMS). The BMS consists of hardware and software for battery …
Co-estimation of state of charge and state of health for lithium-ion batteries based on fractional-order calculus
Lithium-ion batteries have emerged as the state-of-the-art energy storage for portable
electronics, electrified vehicles, and smart grids. An enabling Battery Management System …
electronics, electrified vehicles, and smart grids. An enabling Battery Management System …