Abstract In recent years, Artificial Intelligence has been widely used for determining the
current state of Li-ion batteries used for Electric Vehicle applications. It is crucial to have an …

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 …

State of health is a critical state which evaluates the degradation level of batteries. However,
it cannot be measured directly but requires estimation. While accurate state of health …

With the wide application of the LFP lithium-ion batteries, more attention is paid to the battery
life and future aging behaviors as the safety and performance of the battery are guaranteed …

Vehicle electrification has been proven to be an efficient way to reduce carbon dioxide
emissions and solve the energy crisis. Lithium-ion batteries (LiBs) are considered the …

Accurate state of health (SOH) prediction is significant to guarantee operation safety and
avoid latent failures of lithium-ion batteries. With the development of communication and …

Lithium battery applications in a variety of engineering sectors must be safe and reliable
while maintaining a high level of energy efficiency. An accurate assessment of the battery's …

Batteries have rapidly evolved and are widely applied in both stationary and transport
applications. The safe and reliable operation is of vital importance to all types of batteries …

State of health (SOH) estimation is critical to the safety of battery systems in real-world
electric vehicles. Accurate battery health status is difficult to be measured during dynamic …

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