Lithium-ion batteries have gained significant prominence in various industries due to their
high energy density compared to other battery technologies. This has led to their …

With the advent of sustainable and clean energy transitions, lithium-ion batteries have
become one of the most important energy storage sources for many applications. Battery …

Accurate prediction of battery lifetime is critical for ensuring timely maintenance and safety of
batteries. Although data-driven methods have made significant progress, their model …

Lithium-ion battery state of health estimation is an important task for electric vehicles.
However, the uncertainty and complexity of operating conditions pose significant challenges …

Predictive health assessment is of vital importance for smarter battery management to
ensure optimal and safe operations and thus make the most use of battery life. This paper …

State of health (SoH) estimation plays a key role in smart battery health prognostic and
management. However, poor generalization, lack of labeled data, and unused …

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 …

Storage batteries with elevated energy density, superior safety and economic costs
continues to escalate. Batteries can pose safety hazards due to internal short circuits, open …

Predictive Maintenance (PdM) of lithium-ion batteries has garnered significant attention in
recent years due to their widespread application as energy supplies in various industrial …

Gradually replacing conventional fuel vehicles with electric vehicles (EVs) is a crucial step
towards achieving energy saving and emission reduction in the transportation sector. The …