Designing and deployment of state-of-the-art electric vehicles (EVs) in terms of low cost and
high driving range with appropriate reliability and security are identified as the key towards …

Lithium-ion batteries have been generally used in industrial applications. In order to ensure
the safety of the power system and reduce the operation cost, it is particularly important to …

Accurately predicting the Remaining Useful Life (RUL) of a Li-ion battery plays an important
role in managing the health and estimating the state of a battery. With the rapid development …

Lithium-ion batteries (LIBs) have become the mainstream power source for battery electric
vehicles (BEVs) with relatively superior performance. However, LIBs experience battery …

Abstract Lithium-ion batteries (LIBs), as the first choice for green batteries, have been widely
used in energy storage, electric vehicles, 3C devices, and other related fields, and will have …

The prediction of a Lithium-ion battery's lifetime is very important for ensuring safety and
reliability. In addition, it is utilized as an early warning system to prevent the battery's failure …

As battery management systems are widely used in industrial applications, it is important to
accurately predict the online remaining useful life (RUL) of batteries. Due to side reactions …

Prognostic and condition-based maintenance of lithium-ion batteries is a fundamental topic,
which is rapidly expanding since a long battery lifetime is required to ensure economic …

The article provides an overview and comparative analysis of various types of batteries,
including the most modern type—lithium-ion batteries. Currently, lithium-ion batteries (LIB) …

Accurate forecasting of state-of-health and remaining useful life of Li-ion batteries ensure
their safe and reliable operation. Most previous data-driven prediction methods assume the …