Improving the rate capability of lithium-ion batteries is beneficial to the convenience of
electric vehicle application. The high-rate charging, however, leads to lithium inventory loss …

Battery ensures power solutions for many necessary portable devices such as electric
vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted …

Battery management systems based on electrochemical models could achieve more
accurate state estimations and efficient battery controls with access to cell unmeasurable …

Battery modeling and state estimation are critical to the battery safety and vehicle driving
range. Currently, electrochemical mechanism based models require huge computation effort …

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 …

Accurate prediction of range of an electric vehicle (EV) is a significant issue and a key
market qualifier. EV range forecasting can be made practicable through the application of …

Accurate state of health (SOH) of batteries is a crucial prerequisite for ensuring the safety
and stable operation of electric vehicles. However, existing conventional prediction methods …

Over the last decade, many efforts have been deployed to develop models for the prediction,
the control, the optimization and the parameter estimation of Lithium-ion (Li-ion) batteries. It …

An accurate estimation of the internal states of lithium-ion batteries is critical to improving the
reliability and durability of battery systems. Data-driven methods have exhibited enormous …

With the rapid development of electric vehicles and hybrid electric vehicles industry, heat
generation problem of vehicles power source has been becoming a challenge which …