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

Lithium-ion batteries having high energy and power densities, fast depleting cost, and
multifaceted technological improvement lead to the first choice for electric transportation …

The market dynamics, and their impact on a future circular economy for lithium-ion batteries
(LIB), are presented in this roadmap, with safety as an integral consideration throughout the …

Lithium-ion batteries are a popular choice for a wide range of energy storage system
applications. The current motivation to improve the robustness of lithium-ion battery …

Accurate state of health (SOH) estimation is significantly important to ensure the safe and
reliable operation of lithium-ion battery. Most existing data-driven estimation methods are …

Accurately predicting the remaining useful life (RUL) of lithium-ion batteries is essential for
battery management systems (BMS) as rapid capacity declines and failure can impact …

The standalone photovoltaic-battery energy storage (PV-BES) microgrid has gained
substantial interest recently due to its ability to provide uninterrupted power to consumers in …

Lithium-ion batteries have an essential characteristic in consumer electronics applications
and electric mobility. However, predicting their lifetime performance is a difficult task due to …

This study proposes an optimized random forest regression model to achieve online battery
prognostics and health management. To estimate the battery state of health (SOH), two …

A battery management system (BMS) is essential for the safety and longevity of lithium-ion
battery (LIB) utilization. With the rapid development of new sensing techniques, artificial …