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 …

Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …

State of charge (SOC) estimation constitutes a critical task of battery management systems.
Conventional SOC estimation methods designed for dynamic profiles have difficulties in …

Global carbon emissions caused by fossil fuels and diesel-based vehicles have urged the
necessity to move toward the development of electric vehicles and related battery storage …

The growing interest and recent breakthroughs in artificial intelligence and machine learning
(ML) have actively contributed to an increase in research and development of new methods …

With the increasing demand for Lithium-ion batteries in an electric vehicle (EV), it is always
crucial to develop a highly accurate and low-cost state estimation method for the battery …

In this work, a coupled electrochemical-thermal model of the power lithium manganate
battery under discharging process is established and verified, and its maximum surface …

This paper proposes a co-estimation scheme of state of charge (SOC), state of health (SOH),
and state of function (SOF) for lithium-ion batteries in electric vehicles. The co-estimation …

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 …

Reliable online estimation of state of charge (SOC) and capacity is critically important for the
battery management system (BMS). This paper presents a multi-timescale method for dual …