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 …
Physics-based battery SOC estimation methods: Recent advances and future perspectives
The reliable prediction of state of charge (SOC) is one of the vital functions of advanced
battery management system (BMS), which has great significance towards safe operation of …
battery management system (BMS), which has great significance towards safe operation of …
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 …
Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries
It is often difficult for a machine learning model trained based on a small size of
charge/discharge cycling data to produce satisfactory accuracy in the capacity estimation of …
charge/discharge cycling data to produce satisfactory accuracy in the capacity estimation of …
Porous electrode modeling and its applications to Li‐ion batteries
Battery modeling has become increasingly important with the intensive development of Li‐
ion batteries (LIBs). The porous electrode model, relating battery performances to the …
ion batteries (LIBs). The porous electrode model, relating battery performances to the …
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 …
A review on battery modelling techniques
The growing demand for electrical energy and the impact of global warming leads to a
paradigm shift in the power sector. This has led to the increased usage of renewable energy …
paradigm shift in the power sector. This has led to the increased usage of renewable energy …
Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries
Battery management systems based on electrochemical models could achieve more
accurate state estimations and efficient battery controls with access to cell unmeasurable …
accurate state estimations and efficient battery controls with access to cell unmeasurable …
Co-estimation of state-of-charge and state-of-health for lithium-ion batteries using an enhanced electrochemical model
Real-time electrochemical state information of lithium-ion batteries attributes to a high-fidelity
estimation of state-of-charge (SOC) and state-of-health (SOH) in advanced battery …
estimation of state-of-charge (SOC) and state-of-health (SOH) in advanced battery …