A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network
Implementing carbon neutrality and emission peak policies requires a high‐level electric
vehicle field. Lithium‐ion batteries have been considered an essential component of electric …
vehicle field. Lithium‐ion batteries have been considered an essential component of electric …
Current Li-ion battery technologies in electric vehicles and opportunities for advancements
Over the past several decades, the number of electric vehicles (EVs) has continued to
increase. Projections estimate that worldwide, more than 125 million EVs will be on the road …
increase. Projections estimate that worldwide, more than 125 million EVs will be on the road …
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 …
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 …
A hierarchical adaptive extended Kalman filter algorithm for lithium-ion battery state of charge estimation
D Wang, Y Yang, T Gu - Journal of Energy Storage, 2023 - Elsevier
State of charge (SOC) is a key state in the battery management system (BMS). For a second-
order equivalent circuit model (ECM), a hierarchical adaptive extended Kalman filter …
order equivalent circuit model (ECM), a hierarchical adaptive extended Kalman filter …
Influence of different open circuit voltage tests on state of charge online estimation for lithium-ion batteries
Battery state of charge (SOC) estimation is a crucial function of battery management systems
(BMSs), since accurate estimated SOC is critical to ensure the safety and reliability of electric …
(BMSs), since accurate estimated SOC is critical to ensure the safety and reliability of electric …
Overview of lithium-ion battery modeling methods for state-of-charge estimation in electrical vehicles
As a critical indictor in the Battery Management System (BMS), State of Charge (SOC) is
closely related to the reliable and safe operation of lithium-ion (Li-ion) batteries. Model …
closely related to the reliable and safe operation of lithium-ion (Li-ion) batteries. Model …
An overview and comparison of online implementable SOC estimation methods for lithium-ion battery
With the popularity of electrical vehicles, the lithium-ion battery industry is developing
rapidly. To ensure battery safe usage and to reduce its average lifecycle cost, accurate state …
rapidly. To ensure battery safe usage and to reduce its average lifecycle cost, accurate state …
Charging optimization in lithium-ion batteries based on temperature rise and charge time
Lithium-ion battery fast charging issues have become a main bottleneck of large-scale
deployment of electric vehicles. This paper develops a polarization based charging time and …
deployment of electric vehicles. This paper develops a polarization based charging time and …
A simplified model-based state-of-charge estimation approach for lithium-ion battery with dynamic linear model
The performance of model-based state-of-charge (SOC) estimation method relies on an
accurate battery model. Nonlinear models are thus proposed to accurately describe the …
accurate battery model. Nonlinear models are thus proposed to accurately describe the …