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 …

The amount of deployed battery energy storage systems (BESS) has been increasing
steadily in recent years. For newly commissioned systems, lithium-ion batteries have …

Accurate forecasting of lithium-ion battery performance is essential for easing consumer
concerns about the safety and reliability of electric vehicles. Most research on battery health …

Identifying the optimal way to process retired batteries has gained attention from academics
and industry. High energy and power density requirements of electric vehicles (EVs) might …

Electrochemical models are more and more widely applied in battery diagnostics,
prognostics and fast charging control, considering their high fidelity, high extrapolability and …

Transportation electrification is gaining prominence as a significant pathway for reducing
emissions and enhancing environmental sustainability. Central to this shift are lithium-ion …

Battery degradation, caused by multiple coupled degradation mechanisms, severely affects
the safety and sustainability of a battery management system (BMS). The battery state of …

The wide application of lithium-ion batteries makes their lifecycle prognosis a challenging
and hot topic in the battery management research field. Feature extraction is a key step for …

Accurately predicting batteries' ageing trajectory and remaining useful life is not only
required to ensure safe and reliable operation of electric vehicles (EVs) but is also the …

An accurate aging forecasting and state of health estimation is essential for a safe and
economically valuable usage of lithium-ion batteries. However, the non-linear aging of …